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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , LONERE, , Dr. Babasaheb Ambedkar Technological University, (Established as a University of Technology in the State of Maharashtra), (under Maharashtra Act No. XXIX of 2014), P.O. Lonere, Dist. Raigad, Pin 402 103, Maharashtra, Telephone and Fax. 02140 - 275142, www.dbatu.ac.in, , Proposed CURRICULUM, UNDER GRADUATE PROGRAMME, B.Tech, COMPUTER ENGINEERING, , WITH EFFECT FROM THE ACADEMIC YEAR 2020-2021

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Rules and Regulations, LONERE, , 1. The normal duration of the course leading to B. Tech degree will be EIGHT semesters., 2. The normal duration of the course leading to M. Tech. degree will be FOUR semesters., 3. Each academic year shall be divided into 2 semesters, each of 20 weeks duration, including, evaluation and grade finalization, etc. The Academic Session in each semester shall provide, for at least 90 teaching Days, with at least 40 hours of teaching contact periods in a five to six, days session per week. The semester that is typically from Mid- July to November is called, the ODD SEMESTER, and the one that is from January to Mid-May is called the EVEN, SEMESTER. Academic Session may be scheduled for the Summer Session/Semester as well., For 1st year B. Tech and M. Tech the schedule will be decided as per the admission schedule, declared by Government of Maharashtra., 4. The schedule of academic activities for a Semester, including the dates of registration, midsemester examination, end-semester examination, inter-semester vacation, etc. shall be, referred to as the Academic Calendar of the Semester, which shall be prepared by the Dean, (Academic), and announced at least TWO weeks before the Closing Date of the previous, Semester., 5. The Academic Calendar must be strictly adhered to, and all other activities including cocurricular and/or extra-curricular activities must be scheduled so as not to interfere with the, Curricular Activities as stipulated in the Academic Calendar., , REGISTRATION:, 1. Lower and Upper Limits for Course Credits Registered in a Semester, by a Full-Time Student, of a UG/PG Programme:, A full time student of a particular UG/PG programme shall register for the appropriate number, of course credits in each semester/session that is within the minimum and maxi- mum limits, specific to that UG/PG programme as stipulated in the specific Regulations pertaining to that, UG/PG programme., 2. Mandatory Pre-Registration for higher semesters:, In order to facilitate proper planning of the academic activities of a semester, it is essential for, the every institute to inform to Dean (Academics) and COE regarding details of total no. of, electives offered (Course-wise) along with the number of students opted for the same. This, information should be submitted within two weeks from the date of commencement of the, semester as per academic calendar., 3. PhD students can register for any of PG/PhD courses and the corresponding rules of, evaluation will apply., 4. Under Graduate students may be permitted to register for a few selected Post Graduate, courses, in exceptionally rare circumstances, only if the DUGC/DPGC is convinced of the, level of the academic achievement and the potential in a student.

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , COURSE PRE-REQUISITES:, LONERE, , 1. In order to register for some courses, it may be required either to have exposure in, or to have, completed satisfactorily, or to have prior earned credits in, some specified courses., 2. Students who do not register on the day announced for the purpose may be permitted LATE, REGISTRATION up to the notified day in academic calendar on payment of late fee., 3. REGISTRATION IN ABSENTIA will be allowed only in exceptional cases with the approval, of the Dean (Academic) / Principal., 4. A student will be permitted to register in the next semester only if he fulfills the following, conditions:, (a) Satisfied all the Academic Requirements to continue with the programme, of Studies without termination, (b) Cleared all Institute, Hostel and Library dues and fines (if any) of the previous semesters;, (c) Paid all required advance payments of the Institute and hostel for the current semester;, (d) Not been debarred from registering on any specific ground by the Institute., , EVALUATION SYSTEM:, 1. Absolute grading system based on absolute marks as indicated below will be, implemented from academic year 2019-20, starting from I year B.Tech., Percentage of, Marks, 91-100, 86-90, 81-85, 76-80, 71-75, 66-70, 61-65, 56-60, 51-55, 40-50, <40, , Letter grade, , Grade point, , EX, AA, AB, BB, BC, CC, CD, DD, DE, EE, EF, , 10.0, 9.0, 8.5, 8.0, 7.5, 7.0, 6.5, 6.0, 5.5, 5.0, 0.0, , 2. Class is awarded based on CGPA of all eighth semester of B.Tech Program., CGPA for pass is minimum 5.0, CGPA upto < 5.50, Pass Class, CGPA ≥ 5.50 & < 6.00, Second Class, CGPA ≥ 6.00 & < 7.50, First Class, CGPA ≥ 7.50, Distinction, [Percentage of Marks = CGPA*10.0], 3. A total of 100 Marks for each theory course are distributed as follows:, 1 Mid Semester Exam (MSE) Marks, 2 Continuous Assessment Marks, 3 End Semester Examination (ESE)Marks, , 20, 20, 60

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , 4. A total of 100 Marks for each practical course are distributed as follows:, LONERE, , 1, 2, , Continuous Assessment Marks, End Semester Examination (ESE) Marks, , 60, 40, , It is mandatory for every student of B.Tech to score a minimum of 40 marks out of 100, with a, minimum of 20 marks out of 60 marks in End Semester Examination for theory course., This will be implemented from the first year of B.Tech starting from Academic Year 2019-20., 5. Description of Grades:, EX Grade: An ‗EX‘ grade stands for outstanding achievement., EE Grade: The ‗EE‘ grade stands for minimum passing grade., The students may appear for the remedial examination for the subjects he/she failed for the, current semester of admission only and his/her performance will be awarded with EE grade, only., If any of the student remain Absent for the regular examination due to genuine reason and the, same will be verified and tested by the Dean (Academics) or committee constituted by the, University Authority., FF Grade: The ‗FF‘ grade denotes very poor performance, i.e. failure in a course due to poor, performance. The students who have been awarded ‗FF‘ grade in a course in any semester, must repeat the subject in next semester., 6. Evaluation of Performance:, 1. Semester Grade Point Average (SGPA) and Cumulative Grade Point Average (CGPA), (A) Semester Grade Point Average (SGPA): The performance of a student in a semester is, indicated by Semester Grade Point Average (SGPA) which is a weighted average of the grade, points obtained in all the courses taken by the student in the semester and scaled to a, maximum of 10. (SGPI is to be calculated up to two decimal places). A Semester Grade Point, Average (SGPA) will be computed for each semester as follows:, , Where, ‗n‘ is the number of subjects for the semester,, ‗ci‘ is the number of credits allotted to a particular subject, and, ‗gi‘ is the grade-points awarded to the student for the subject based on his, perfor- mance as per the above table., -SGPA will be rounded off to the second place of decimal and recorded as such., (B) Cumulative Grade Point Average (CGPA): An up to date assessment of the overall performance of a student from the time he entered the Institute is obtained by calculating, Cumulative Grade Point Average (CGPA) of a student. The CGPA is weighted average of the, grade points obtained in all the courses registered by the student since she entered the, Institute. CGPA is also calculated at the end of every semester (upto two decimal places)., Starting from the first semester at the end of each semester (S), a Cumulative Grade Point, Average (CGPA) will be computed as follows:

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , LONERE, , Where, ‗m‘ is the total number of subjects from the first semester onwards up to and, including the semester S,, ‗ci‘ is the number of credits allotted to a particular subject, and, ‗gi‘ is the grade-points awarded to the student for the subject based on his/her, performance as per the above table., -CGPA will be rounded off to the second place of decimal and recorded as such., AWARD OF DEGREE OF HONOURS (MAJOR) DEGREE, The concept of Major and Minors at B.Tech level is introduced, to enhance learning skills of students,, acquisition of additional knowledge in domains other than the discipline being pursued by the student,, to make the students better employable with additional knowledge and encourage students to pursue, cross-discipline research., A. Eligibility Criteria for Majors, 1. The Student should have Minimum CGPA of 7.5 up to 4th Semester., 2. Student willing to opt for majors has to register at the beginning of 5th Semester., 3. The Student has to complete 5 additional advanced courses from the same discipline specified, in the curriculum. These five courses should be of 4 credits each amounting to 20 credits. The, students should complete these credits before the end of last semester., 4. Student may opt for the courses from NPTEL/ SWAYAM platform. (if the credits of NPTEL /, SWAYAM courses do not match with the existing subject proper scaling will be done.), , Student complying with these criteria will be awarded B.Tech (Honours) Degree., B. Eligibility Criteria for Minors, 1. The Student should have Minimum CGPA of 7.5 up to 4th Semester., 2. Student willing to opt for minors has to register at the beginning of 5th Semester., 3. The Student has to complete 5 additional courses from other discipline of their interest, which, are specified in the respective discipline. These five courses should be of 4 credits each, amounting to 20 credits., 4. Student may opt for the courses from NPTEL / SWAYAM platform. (if the credits of, NPTEL / SWAYAM courses do not match with the existing subject proper scaling will be, done.), Student complying with these criteria will be awarded with B.Tech Degree in, -------Engineering with Minor in ------------- Engineering., (For e. g.: B. Tech in Civil Engineering with Minor in Computer Engineering), For applying for Honours and Minor Degree the student has to register themselves through the, proper system.

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , ATTENDANCE REQUIREMENTS, LONERE, , 1. All students must attend every lecture, tutorial and practical classes., 2. To account for approved leave of absence (eg. Representing the Institute in sports, games or, athletics; placement activities; NCC/NSS activities; etc.) and/or any other such contingencies, like medical emergencies, etc., the attendance requirement shall be a minimum of 75% of the, classes actually conducted., If the student failed to maintain 75% attendance, he/she will be detained for appearing the, successive examination., The Dean (Academics)/ Principal is permitted to give 10% concession for the genuine reasons, as such the case may be., In any case the student will not be permitted for appearing the examination if the attendance is, less than 65%., 3. The course instructor handling a course must finalize the attendance 3 calendar days before the, last day of classes in the current semester and communicate clearly to the students by, displaying prominently in the department and also in report writing to the head of the, department concerned., 4. The attendance records are to be maintained by the course instructor and he shall show it to, the student, if and when required., , TRANSFER OF CREDITS, The courses credited elsewhere, in Indian or foreign University / Institutions / Colleges /Swayam, Courses by students during their study period at DBATU may count towards the credit, requirements for the award of degree. The guidelines for such transfer of credits are as follows:, (a) 20% of the total credit will be considered for respective calculations., (b) Credits transferred will be considered for overall credits requirements of the programme., (c) Credits transfer can be considered only for the course at same level i.e. UG, PG etc., (d) A student must provide all details (original or attested authentic copies) such as course, contents, number of contact hours, course instructor / project guide and evaluation system for the, course for which he is requesting a credits transfer. He shall also provide the approval or, acceptance letter from the other side. These details will be evaluated by the concerned Board of, Studies before giving approval. The Board of Studies will then decide the number of equivalent, credits the student will get for such course(s) in DBATU. The complete details will then be, forwarded to Dean for approval., (e) A student has to get minimum passing grades / marks for such courses for which the credits, transfers are to be made., (f) Credits transfers availed by a student shall be properly recorded on academic record(s) of the, student., (g) In exceptional cases, the students may opt for higher credits than the prescribed.

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Different Categories of Courses and Credits for Degree Requirements, , a) Basic Science Course, , LONERE, , Sr., Course, No., Code, BTBS101, 1, 2 BTBS102, 3 BTBS107L, 4 BTBS201, , Course Name, , (L-T-P) Credits, , Engineering Mathematics – I, Engineering Physics, Engineering Physics Laboratory, , (3-1-0) 4, (3-1-0) 4, (0-0-2) 1, , Engineering Mathematics-II, , (3-1-0) 4, , Engineering Chemistry, , 5, 6, 7, , BTBS202, , BTBS207L Engineering Chemistry Laboratory, BTBS301 Engineering Mathematics-III, , (3-1-0) 4, (0-0-2) 1, (3-1-0) 4, , 8, , BTBS404, , (3-0-0) 3, , Probability Theory and Random Processes, TOTAL, , 25, , b) Engineering Science Course, Sr., Course, No. Code, 1 BTES103, 2 BTES105, , Course Name, , (L-T-P) Credits, , Engineering Graphics, Energy and Environment Engineering, , (2-0-0) 2, (2-0-0) 2, , 3, , BTES106, , Basic Civil and Mechanical Engineering, , (2-0-0) Audit, , 4, , BTES108L Engineering Graphics Laboratory, , (0-0-4) 2, , 5, , BTES203, , Engineering Mechanics, , (2-1-0) 3, , 6, , BTES204, , Computer Programming, , (3-0-0) 3, , 7, 8, , BTES205, BTES206, , Workshop Practices, Basic Electrical and Electronics Engineering, , 9, , BTES208L Engineering Mechanics Laboratory, , (0-0-4) 2, (2-0-0) Audit, (0-0-2) 1, , 10 BTES209L Basic Computer Programming Laboratory, , (0-0-2) 1, , 11 BTES405, , (3-1-0) 4, , Digital Logic Design & Microprocessors, TOTAL, , 20

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , LONEREc), , Humanities and Social Science including Management Courses, Sr., Course, Course Name, No., Code, 1 BTHM104 Communication Skills, , (L-T-P) Credits, (2-0-0) 2, , 2, , BTHM109L Communication Skills Laboratory, , (0-0-2) 1, , 3, , BTHM403, , Basic Human Rights, , (3-0-0) 3, , 4, , BTHM605, , (A) Development Engineering, (B) Employability and Skills Development, (C) Consumer Behaviour, , (3-0-0) 3, , 5, , BTHM505, , (A) Economics and Management, (B) Business Communication, , (3-0-0) 3, , 6, , BTHM706, , Foreign Language Studies, , Audit, TOTAL, , 12

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , d) Professional Core Course, LONERE, , Sr., No., 1, , Course, Course Name, Code, BTCOC302 Discrete Mathematics, , (L-T-P) Credits, (3-1-0) 4, , 2, , BTCOC303 Data Structures, , (3-1-0) 4, , 3, , (3-1-0) 4, , 5, , BTCOC304 Computer Architecture & Organization, Data Structures Lab & Object Oriented Programming, BTCOL306, Lab, BTCOC401 Design & Analysis of Algorithms, , 6, , BTCOC402 Operating Systems, , (3-1-0) 4, , 7, , BTCOC501 Database Systems, , (3-1-0) 4, , 8, , BTCOC502 Theory of Computation, , (3-1-0) 4, , 4, , 9, , (0-0-4) 2, (3-1-0) 4, , BTCOC503 Software Engineering, Database Management System & Software Engineering, 10 BTCOL506, Lab, 11 BTCOC601 Compiler Design, , (3-1-0) 4, , 12 BTCOC602 Computer Networks, , (3-1-0) 4, TOTAL, , (0-0-4) 2, (3-1-0) 4, 44, , e) Professional Elective Course, Sr., No., 1, , 2, , 3, , Course, Code, , Course Name, , (L-T-P) Credits, , BTCOE504, , (A) Human Computer Interaction, (B) Numerical Methods, , (3-0-0) 3, , BTCOE604, , (A) Geographic Information System, (B) Internet of Things, (C) Embedded Systems, , (3-0-0) 3, , BTCOE703, , (A) Bioinformatics, (B) Distributed System, (C) Big Data Analytics, , (3-0-0) 3, TOTAL, , 09

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , f) Open Elective Course, LONERE, , Sr. No., , 1, , 2, , Course, Code, , Course Name, , (L-T-P) Credits, , BTCOE704, , (A) Cryptography and Network Security, (B) Business Intelligence, (C) Block Chain Technology, , (3-0-0) 3, , BTCOE705, , (A) Virtual Reality, (B) Deep Learning, (C) Design Thinking, , (3-0-0) 3, TOTAL, , 06, , g) Seminar / Mini Project / Internship, Sr. No., , Course, Code, , Course Name, , (L-T-P) Credits, , 1, , BTES211P, , Field Training / Internship / Industrial Training, (minimum of 4 weeks which can be completed, partially in first semester and second Semester or, in at one time)., , 2, , BTCOS307, , Seminar-I, , (0-0-4) 2, , 3, , BTCOS407, , Seminar-II, , (0-0-4) 2, , 4, , BTCOM507, , Mini Project-I, , (0-0-4) 2, , 5, , BTCOM607, , Mini Project-II, , (0-0-4) 2, , 6, , BTCOS708, , Project Phase-I, , (0-0-4) 2, , 7, , BTCOF801, , Project Work / Internship, , (0-0-24) 12, TOTAL, , Audit, , 22, , h) Emerging Courses, Sr. No., 1, , Course, Code, BTCOL305, , Course Name, , (L-T-P) Credits, , Object Oriented Programming in Java, , (3-1-0) 4, , 2, , BTCOL406, , Operating Systems & Python Programming Lab, , (1-0-4) 3, , 3, , BTCOC603, , Machine Learning, , (3-1-0) 4, , 4, , BTCOL606, , Competitive Programming & Machine Learning Lab, , (1-0-4) 3, , 5, , BTCOC701, , Artificial Intelligence, , (3-0-0) 3, , 6, , BTCOC702, , Cloud Computing, , (3-0-0) 3, , 7, , BTCOC707, , Artificial Intelligence & Cloud Computing Lab, , (0-0-4) 2, , TOTAL, , 22

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Category – wise total number of credits, LONERE, , Sr. No., , Minimum credits, to be Earned, , Category of courses, , 1, , Basic Science Course (BSC), , 25, , 2, , Engineering Science Course (ESC), , 20, , 3, , Humanities and Social Science including Management, Courses (HSSMC), , 12, , 4, , Professional Core Course (PCC), , 44, , 5, , Professional Elective Course (PEC), , 09, , 6, , Open Elective Course (OEC), , 06, , 7, , Seminar / Mini Project / Internship / Major Project, , 22, , 8, , Emerging Courses, , 22, TOTAL, , 160

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Programme Educational Objectives (PEO), LONERE, Name of Programme: Bachelor of Technology (Computer Engineering), , A graduate in the discipline of Computer Engineering is generally expected to have three kinds of knowledge., First, the graduate should have conceptual knowledge of the core topics of Computer Science. Second, she/he, should have knowledge of mathematical formalism underlying various programming concepts. Third,, graduates in the discipline of Computer Engineering should have the knowledge of the state of the, technologies and tools so that he/she can apply the principles of Computer Science to solve real-life problems, from, , diverse application, , domains., , The programme of, , B.Tech, , in, , Computer Engineering at, , Dr. Babasaheb Ambedkar Technological University (DBATU) essentially aims to meet these broad, expectations. At the same time, the program intends to comply with the courses and syllabus available at, National Program on Technology Enhanced Learning (NPTEL) and SWAYAM. The following specific, educational objective aims to achieve these global and regional expectations., , Objective, Identifier, , Objectives, , PEO1, , To provide knowledge of sound mathematical principles underlying various, programming concepts., , PEO2, , To develop an ability to understand complex issues in the analysis, design,, implementation and operation of information systems., , PEO3, , To provide knowledge of mechanisms for building large-scale computer-based systems., , PEO4, , To develop an ability to provide computer-based solutions to the problems from other, disciplines of science and engineering., , PEO5, , To impart skills necessary for adapting rapid changes taking place in the field of, information and communication technologies., , PEO6, , To provide knowledge of ethical issues arising due to deployment of information and, communication technologies in the society on large scale.

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Programme Outcomes (PO), After undergoing the learning process of four years, students of B.Tech. (Computer Engineering) at, LONERE, Dr. Babasaheb Ambedkar Technological University will have an ability to build information systems and, provide computer based solutions to real life problems. The graduates of this programme will demonstrate, following abilities and skill sets., Outcome, Identifier, , Outcomes, , PO1, , The graduates will possess the knowledge of various discrete mathematical structures,, Logic and numerical techniques., , PO2, , The graduates will have an ability to apply mathematical formalism of Finite Automata, and Probability in modeling and analysis of systems., , PO3, , The graduates will have knowledge of core programming paradigms such as database, orientation, object orientation, and agent orientation and concepts essential to, implement software based system., , PO4, , The graduates will have an ability to analyze problem, specify algorithmic solutions to, them and to evaluate alternative solutions., , PO5, , The graduate will have broad understanding of the impact of a computer based solutions, in economic, environmental and social context and will demonstrate use of analytical, tools in gathering requirements and distilling relevant information to provide computer, based solutions., , PO6, , The graduates will demonstrate the ability to build human centric interfaces to, computers., , PO7, , The graduates will posses the knowledge of advanced and emerging topics in the fields, of operating systems, databases and computer networks., , PO8, , The graduates will posses skills necessary to communicate design engineering ideas., The skills set include verbal, written and listening skills., , PO9, , The graduates will understand ethical issues in providing computer based solutions also, they will have an ability and attitude to address the ethical issues., , PO10, , The graduates will understand the role of system software such as operating systems,, database management systems, compilers, middle-ware and internet protocols in, realizing distributed information environment

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Graduate Attributes / ABET's Criteria, LONERE, The Graduate Attributes are the knowledge skills and attitudes which the students have at the time of, , graduation. These Graduate Attributes identified by National Board of Accreditation are as follows:, (a) Engineering knowledge: An ability to apply knowledge of mathematics, science and engineering., (b) Problem analysis: An ability to design and conduct experiments as well as to analyze and interpret data., (c) Design / development of solutions: An ability to design a system, a component, or process, to meet, desired needs within realistic constraints such as economic, environmental, social, political, ethical, health, and safety, manufacturability, and sustainability., (d) Individual and team work: An ability to function on multidisciplinary teams., (e) Problem Solving: An ability to identify, formulate and solve engineering problems., (f) Ethics: An understanding of professional and ethical responsibility., (g) Communication: An ability to communicate effectively., (h) Environment and sustainability: The broad education necessary to understand the impact of engineering, solutions in a global, economical, environmental and social context., (i) Life-long learning: Recognition of the need for and an ability to engage in life-long learning., (j) A knowledge of technology: A knowledge of contemporary issues, and state of art technology, (k) Modern tool usage: An ability to use the techniques, skills, and modern engineering tools necessary for, engineering practice., (l) Project management and finance: Demonstrate knowledge and understanding of the engineering and, management principles and apply in multidisciplinary environments., , Mapping of Programme Outcomes with Graduate Attributes / ABET's Criteria, , A, PO1, PO2, PO3, PO4, PO5, PO6, , B, , C, , D, , E, , F, , G, , J, , K, , L, , X, , X, X, , X, X, , X, X, , X, , X, , X, X, X, , PO8, , PO10, , I, , X, , PO7, , PO9, , H, , X, X

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Semester –III (Second Year), Proposed Scheme w.e.f. July – 2021, , LONERE, , Course, Category, , Course, Code, , Course Title, , Engineering Mathematics –, III, BTCOC302 Discrete Mathematics, BTBS301, , BTCOC303 Data Structures, BTCOC304 Computer Architecture &, Organization, BTCOC305 Elective –I, (a) Object - oriented, Programming in C++, (b) Object Oriented, Programming in Java, , Weakly, Teaching Hrs, , Credit, , L, , T, , P, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , -, , -, , 4, , 60, , -, , 40, , 100, , 2, , 4, , 60, , -, , 40, , 100, , 2, , -, , -, , -, , BTCOL306 Data Structures Lab, & Object Oriented, Programming Lab, BTCOS307 Seminar – I, , -, , BTES211P, , -, , Field Training / Internship /, Industrial Training, Evaluation, , Evaluation Scheme, , TOTAL 15, , -, , -, , 5, , 8, , CA MSE ESE Total, , 220, , 100, , -, , 380 700, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Audit, 24, , Page 15

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Semester –IV (Second Year), Proposed Scheme w.e.f. January – 2022, , LONERE, , Course, Category, , Course, Code, , Course Title, , Weakly, Teaching Hrs, , Evaluation Scheme, , Credit, , L, , T, , P, , BTCOC401 Design & Analysis of, Algorithms, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , BTCOC402 Operating Systems, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , BTHM403, , Basic Human Rights, , 3, , -, , -, , 20, , 20, , 60, , 100, , 3, , BTBS404, , Probability Theory and, Random Processes, Digital Logic Design, & Microprocessors, , 3, , -, , -, , 20, , 20, , 60, , 100, , 3, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , 1*, , -, , 4, , 60, , -, , 40, , 100, , 3, , 4, , 60, , 40, , 100, , 2, , BTES405, , BTCOL406 Operating Systems &, Python Programming Lab, BTCOS407 Seminar – II, , CA MSE ESE Total, , -, , BTCOF408 Field Training / Internship /, Industrial Training, Evaluation, TOTAL 16 3 8, *Note: Lecture should be conducted only for Python Programming, , 220, , 100, , 380, , 700, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Audit to be, evaluated in, V Sem., 23, , Page 16

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Semester –V (Third Year), Proposed Scheme w.e.f. July – 2022, LONERE, , Course, Category, , Course, Code, , Course Title, , Weakly, Teaching Hrs, , Evaluation Scheme, , Credit, , L, , T, , P, , BTCOC501 Database Systems, , 3, , 1, , -, , 20, , 20, , 20, , 100, , 4, , BTCOC502 Theory of Computation, , 3, , 1, , -, , 20, , 20, , 20, , 100, , 4, , BTCOC503 Software Engineering, , 3, , 1, , -, , 20, , 20, , 20, , 100, , 4, , 3, , -, , -, , 20, , 20, , 20, , 100, , 3, , 3, , -, , -, , 20, , 20, , 20, , 100, , 3, , -, , -, , 4, , 60, , -, , 40, , 100, , 2, , -, , -, , 4, , 60, , -, , 40, , 100, , 2, , -, , -, , -, , -, , -, , -, , 3, , 8, , 220, , BTCOE504 Elective – II, (A) Human computer, Interaction, (B) Numerical Methods, BTHM505 Elective – III, (A) Economics and, Management, (B) Business, Communication, BTCOL506 Database Systems &, Software Engineering Lab, BTCOM507 Mini-project – I, , BTCOF408 Field Training / Internship /, Industrial Training, Evaluation, TOTAL 15, , CA MSE ESE Total, , 100, , 380, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , 700, , Audit, 22, , Page 17

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Semester –VI (Third Year), Proposed Scheme w.e.f. January – 2023, LONERE, , Course, Category, , Course, Code, , Course Title, , Weakly, Teaching Hrs, , Evaluation Scheme, , Credit, , L, , T, , P, , BTCOC601 Compiler Design, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , BTCOC602 Computer Networks, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , BTCOC603 Machine Learning, , 3, , 1, , -, , 20, , 20, , 60, , 100, , 4, , 3, , -, , -, , 20, , 20, , 60, , 100, , 3, , 3, , -, , -, , 20, , 20, , 60, , 100, , 3, , 1*, , -, , 4, , 60, , -, , 40, , 100, , 3, , -, , -, , 4, , 60, , -, , 40, , 100, , -, , -, , -, , -, , 380, , 700, , BTCOE604 Elective – IV, (A) Geographic, Information System, (B) Internet of Things, (C) Embedded Systems, BTHM605 Elective – V, (A) Development, Engineering, (B) Employability and, Skill Development, (C) Consumer Behaviour, BTCOL606 Competitive Programming, & Machine Learning Lab, BTCOM607 Mini-project – II, BTCOF608 Field Training / Internship /, Industrial Training, , -, , CA MSE ESE Total, , -, , -, , TOTAL 16 3, 8 220 100, *Note: Lecture should be conducted only for Competitive Programming, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , 2, Audit to be, Evaluated in, VII Sem., 23, , Page 18

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Semester –VII (Final Year), Proposed Scheme w.e.f. July – 2023, LONERE, , Course, Category, , Course, Code, , Course Title, , Weakly, Teaching Hrs, , Evaluation Scheme, , Credit, , L, , T, , P, , BTCOC701 Artificial Intelligence, , 3, , -, , -, , 20, , 20, , 60, , 100, , 3, , BTCOC702 Cloud Computing, , 3, , -, , -, , 20, , 20, , 60, , 100, , 3, , 3, , -, , -, , 20, , 20, , 60, , 100, , 3, , 3, , -, , -, , 20, , 20, , 60, , 100, , 3, , 3, , -, , -, , 20, , 20, , 60, , 100, , 3, , -, , -, , 4, , -, , -, , -, , -, , -, , -, , 4, , 60, , -, , 40, , 100, , 2, , -, , -, , -, , 60, , -, , 40, , 100, , 2, , -, , -, , -, , -, , -, , -, , Audit, , -, , 8, , 220 100, , 380, , 700, , 19, , BTCOE703 Elective – VI, (A) Bioinformatics, (B) Distributed System, (C) Big Data Analytics, BTCOE704 Open Elective – VII, (A) Cryptography and, Network Security, (B) Business Intelligence, (C) Block chain Technology, BTCOE705 Open Elective – VIII, (A) Virtual Reality, (B) Deep Learning, (C) Design Thinking, BTHM706, , Foreign Language Studies, , BTCOL707 Artificial Intelligence &, Cloud Computing Lab, BTCOS708 Project Phase – I, , BTCOF608 Field Training / Internship /, Industrial Training, TOTAL 15, , CA MSE ESE Total, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Audit, , Page 19

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Semester –VIII (Final Year), Proposed Scheme w.e.f. January – 2024, , LONERE, , Course, Category, , Course, Code, BTCOF801, , Weakly, Teaching, Hrs, , Course Title, , Project phase – II (In-house) /, Internship and Project in, Industry, , Evaluation Scheme, , Credit, , L T, , P, , CA MSE ESE Total, , -, , 24, , 60, , -, , 40, , 100, , 12, , - 24, , 60, , -, , 40, , 100, , 12, , TOTAL -, , -, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 20

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTES 301: Engineering Mathematics-III, LONERE, [UNIT 1], , [7 Hours], , Introduction, Vectors in Rn, Vector Addition and Scalar Multiplication, Dot (Inner) Product, Located Vectors,, Hyperplanes, Lines, Curves in Rn, Vectors in R3 (Spatial Vectors), ijk Notation, Complex Numbers, Vectors in, Cn., [UNIT 2], , [7 Hours], , Introduction, Matrix Addition and Scalar Multiplication, Summation Symbol, Matrix Multiplication,, Transpose of a Matrix, Square Matrices, Powers of Matrices, Polynomials in Matrices, Invertible, (Nonsingular) Matrices, Special Types of Square Matrices, Complex Matrices, Block Matrices., [UNIT 3], , [7 Hours], , Introduction, Basic Definitions, Solutions, Equivalent Systems, Elementary Operations, Small Square, Systems of Linear Equations, Systems in Triangular and Echelon Forms, Gaussian Elimination, Echelon, Matrices, Row Canonical Form, Row Equivalence, Gaussian Elimination, Matrix Formulation, Matrix, Equation of System of Linear Equations, Systems of Linear Equations and Linear Combinations of Vectors,, Homogeneous Systems of Linear Equations, Elementary Matrices, LU Decomposition. Applications: Linear, Programming, Fourier series: Linear Algebra for Functions, Computer Graphics, Linear Algebra for, Cryptography., [UNIT 4], , [7 Hours], , Determinants: Introduction, Determinants of Orders 1 and 2, Determinants of Order 3, Permutations,, Determinants of Arbitrary Order, Properties of Determinants, Minors and Cofactors, Evaluation of, Determinants, Classical Adjoint, Applications to Linear Equations, Cramer‘s Rule, Submatrices, Minors,, Principal Minors, Block Matrices and Determinants, Determinants and Volume, Determinant of a Linear, Operator, Multilinearity and Determinants., , [UNIT 5], , [7 Hours], , Diagonalization Introduction, Polynomials of Matrices, Characteristic Polynomial, Cayley–Hamilton, Theorem, Diagonalization, Eigenvalues and Eigenvectors, Computing Eigenvalues and Eigenvectors,, Diagonalizing Matrices, Diagonalizing Real Symmetric Matrices and Quadratic Forms, Minimal Polynomial,, Characteristic and Minimal Polynomials of Block Matrices. Applications: Graphs and Networks, Matrices in, Engineering, Markov Matrices, Population, and Economics., Text Book:, 1. Linear Algebra, Seymour Lipschutz, Schaums outlines, 4th Edition, McGraw-Hill Publication., Reference Books, 1. Introduction to Linear Algebra, Gilbert Strang, 5th Edition, Wellesley-Cambridge Press., 2. K. Hoffman and R. Kunze, Linear Algebra, 2nd Edition, Prentice-Hall of India, 2005., 3. M. Artin, Algebra, Prentice-Hall of India, 2005., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 21

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC302: Discrete Mathematics, LONERE, [UNIT 1] Fundamental Structures and Basic Logic, , [7 Hours], , Sets, Venn diagram, Cartesian product, Power sets, Cardinality and countability, Propositional logic, Logical, connectives, Truth tables, Normal forms, Validity, Predicate logic, Limitations of predicate logic, Universal, and existential quantification, First order logic, Principles of Mathematical Induction: The Well-Ordering, Principle, Recursive definition, The Division algorithm: Prime Numbers, The Greatest Common Divisor:, Euclidean Algorithm, The Fundamental Theorem of Arithmetic., [UNIT 2] Functions and Relations, , [7 Hours], , Subjective, Injective, Bijective and inverse functions, Composition of function, Reflexivity, Symmetry,, Transitivity and equivalence relations., Combinatorics: Counting, Recurrence relations, generating functions., [UNIT 3] Graph, , [7 Hours], , Basic terminology, Multi graphs and weighted graphs, Paths and circuits, Shortest path problems, Euler and, Hamiltonian paths, Representation of graph, Isomorphic graphs, Planar graphs, Connectivity, Matching, Colouring., [UNIT 4] Trees, , [7 Hours], , Trees: Rooted trees, Path length in rooted tree, Binary search trees, Spanning trees and cut set, Minimal, spanning trees, Kruskal‘s and Prim‘s algorithms for minimal spanning tree., [UNIT 5] Algebraic Structures and Morphism, , [7 Hours], , Algebraic Structures with one Binary Operation, Semi Groups, Monoids, Groups, Congruence Relation and, Quotient Structures, Free and Cyclic Monoids and Groups, Permutation Groups, Substructures, Normal, Subgroups, Algebraic Structures with two Binary Operation, Rings, Integral Domain and Fields, Boolean, Algebra and Boolean Ring, Identities of Boolean Algebra, Duality, Representation of Boolean Function,, Disjunctive and Conjunctive Normal Form., , Text Books:, , 1. C. L. Liu, Elements of Discrete Mathematics, McGraw-Hill Publication, 3rd Edition, 2008., Reference Books:, 1. Lipschutz, Discrete Mathematics, McGraw-Hill Publication, 3rd Edition, 2009., 2. V. K. Balakrishnan, Schaum's Outline of Graph Theory, McGraw-Hill Publication, 1st Edition,, 1997., 3. Eric Gossett, Discrete Mathematics with Proof, Wiley Publication, 2nd Edition, 2009., 4. Kenneth H. Rosen, Discrete Mathematics and its Applications, McGraw-Hill Publication, 6th, Edition, 2010.Y. N. Singh, Discrete Mathematical Structures, Wiley Publication, 1st Edition,, 2010., 5. Dr. Sukhendu Dey, Graph Theory with Applications, SPD Publication, 1st Edition, 2012., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 22

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC303: Data Structures, [UNIT 1] Introduction, , LONERE, , [7 Hours], , Data, Data types, Data structure, Abstract Data Type (ADT), representation of Information, characteristics of, algorithm, program, analyzing programs. Arrays and Hash Tables Concept of sequential organization, linear, and non-linear data structure, storage representation, array processing sparse matrices, transpose of sparse, matrices, Hash Tables, Direct address tables, Hash tables, Hash functions, Open addressing, Perfect hashing., [UNIT 2] Stacks and Queues, , [7 Hours], , Introduction, stack and queue as ADT, representation and implementation of stack and queue using sequential, and linked allocation, Circular queue and its implementation, Application of stack for expression evaluation, and expression conversion, recursion, priority queue., [UNIT 3] Linked list, , [7 Hours], , Concept of linked organization, singly and doubly linked list and dynamic storage management, circular, linked list, operations such as insertion, deletion, concatenation, traversal of linked list, dynamic memory, management, garbage collection., [UNIT 4] Trees and Graphs, , [7 Hours], , Basic terminology, binary trees and its representation, insertion and deletion of nodes in binary tree, binary, search tree and its traversal, threaded binary tree, Heap, Balanced Trees, Terminology and representation of, graphs using adjacency matrix, Warshall‘s algorithm., [UNIT 5] Searching and Sorting, , [7 Hours], , Sequential, binary searching, skip lists – dictionaries, linear list representation, skip list representation,, operations– insertion, deletion and searching. Insertion sort, selection sort, radix sort, File handling., Text Book:, 1. Weiss, Data structures and algorithms analysis in C++, Pearson Education, 4th Edition,2013, Reference Books:, 1. S. Lipschutz, Data Structures, McGraw-Hill Publication, Revised 1st Edition, 2014., 2. Y. Langsm, M. Augenstin, A. Tanenbaum , Data Structure using C and C++, Prentice Hall India, Learning Private Limited,2nd edition,1998., 3. Horowitz and Sahani, Fundamentals of Data Structures, Universities Press, 2nd Edition,2008., 4. Thomas Cormen, Introduction to Algorithms, PHI Publication, 2nd Edition,2002., 5. Venkatesan& Rose, Data Structures, Wiley Publication, 1st Edition,2015., 6. Goodrich &Tamassia, Data Structure & Algorithm in C++, Wiley Publication, 2nd Edition,2011., 7. R. G. Dromey, How to Solve it by Computer, 2nd Impression, PearsonEducation., 8. Kyle Loudon, Mastering Algorithms with C: Useful Techniques from Sorting to Encryption,, O'Reilly Media, 1st Edition,1999., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 23

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC 304: Computer Architecture and Organization, [UNIT 1] Introduction, , [7 Hours], , LONERE, , Concept of computer organization and architecture, Fundamental unit, Computer function and, interconnection, CPU structure and function, [Unit 2] Instruction Sets, , [7 Hours], , Characteristics, Types of operands, Types of operations, Assembly language, Addressing modes, Instruction, format, Types of instruction, Instruction execution, Machine state and processor status, Structure of program,, Introduction to RISC and CISC architecture., [Unit 3] Computer Arithmetic, , [7 Hours], , The arithmetic and logic Unit, Integer representation, Integer arithmetic, Floating point representation,, Floating point arithmetic, Introduction of arithmetic co-processor., [Unit 4] Memory Organization, , [7 Hours], , Internal Memory: Semiconductor main memory, Error correction, Advanced DRAM organization, Virtual, memory systems and cache memory systems. External Memory: Organization and characteristics of magnetic, disk, Magnetic tape, Optical memory, RAID, Memory controllers., [Unit 5] Control Unit and Input / Output Organization, , [7 Hours], , Control unit operation: Micro-operations, Control of the processor, Hardwired implementation, Microprogrammed Control Unit, Basic concepts, Micro-instruction sequencing, Micro-instruction execution,, Applications of micro-programming. Input/output Organization: External devices, I/O module,, Programmed I/O, Interrupt driven I/O, Direct memory access, I/O channels and processors, External interface., Instruction pipe-lining: Concepts. Parallel processing: Multiple processor organization, Symmetric, multiprocessor, Cache coherence and the MESI protocol., Text Book:, 1. William Stalling, Computer Organization and Architecture: Designing for Performance, Prentice, Hall Publication, 8th Edition, 2009., Reference Books:, 1. Hayes, Computer Architecture and Organization, McGraw-Hill Publication, 3rd Edition, 2012., 2. Zaky, Computer Organization, McGraw-Hill Publication, 5th Edition, 2011., 3. Hennessy and Patterson, Computer Architecture: A Quantitative Approach, Morgan and Kaufman, Publication, 4th Edition, 2007., 4. Morris Mano, Computer System Architecture, Pearson Education India, 3rd Edition,2007., 5. Mostafa Abd-El-Barr, Hesham El-Rewini, Fundamentals of Computer Organization and, Architecture, Wiley Publication, 1st Edition, 2004., 6. Miles J. Murdocca, Vincent P. Heuring, Computer Architecture and Organization: An Integrated, Approach, Wiley Publication, 1st Edition, 2007., 7. Sajjan G. Shiva, Computer Organization: Design, and Architecture, CRC Press, 5th Edition,, 2013., , Elective –I, Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 24

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , (A) BTCOC 305: Object Oriented Programming in C++, [Unit 1] Introduction to Object Oriented Programming and Objects and Classes, , [7 Hours], , LONERE, , Need of object oriented programming, The object oriented approach, Characteristics of object oriented, languages, class, Objects as data types, Constructors, Objects as function arguments, Returning objects., [Unit 2] Operator Overloading, Inheritance and Polymorphism, [7 Hours], Overloading unary and binary operators, Data conversion. Derived and base class, Public and private, inheritance, Levels of inheritance, multiple inheritance Examples., [Unit 3] Polymorphism, , [7 Hours], , Virtual functions, Dynamic binding, Abstract classes and pure virtual functions, Friend functions, this pointer., [Unit 4] Streams and Files, , [7 Hours], , Streams, Stream output and input, Stream manipulators, Files and streams, Creating, Reading, Updating, sequential and random files., [Unit 5] Templates, Exception Handling and STL, [7 Hours], Function templates, Overloading function templates, Class templates, Exception handling overview, Need of, exceptions, An exception example, Multiple exceptions, Exception specifications. Standard Template Library, (STL) Introduction to STL-Containers, Iterators, Algorithms, Sequence containers, Associative containers,, Container adapters., Text Book:, 1. E. Balagurusamy, Object Oriented Programming with C++, McGraw-Hill Publication, 6th, Edition, 2013., Reference Books:, 1. Robert Lafore, Object Oriented Programming in C++, Sams Publishing, 4th Edition, 2001., 2. Dr. B. B. Meshram, Object Oriented Paradigms with C++ Beginners Guide for C and C++, SPD, Publication, 1st Edition, 2016., 3. Rajesh R. Shukla, Object-Oriented Programming in C++, Wiley India Publication, 1stEditio,2008, 4. Bjarne Stroustrup, The C++ Programming Language, Addison-Wesley Publication, 4th Edition,, 2013., 5. P. J. Deitel, H. M. Deitel, C++ How to Program, PHI Publication, 9th Edition, 2012., 6. John Hubbard, Programming with C++, Schaum‘s Outlines, McGraw-Hill Publication, 2nd, Edition, 2000., 7. Nicolai M. Josuttis, Object-Oriented Programming in C++, Wiley Publication, 1st Edition, 2002., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 25

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Elective –I, (B) BTCOC 305: Object Oriented Programming in JAVA, LONERE, , [Unit 1] Introduction to Java Applications, , [7 Hours], , Introduction, Java Class Libraries, Typical Java Development Environment, Memory Concepts, Arithmetic., Introduction to Classes and Objects: Introduction, Classes, Objects, Methods and Instance Variables,, Declaring a Class witha Method and Instantiating an Object of a Class, Declaring a Method, Instance, variables, set Methods and get Methods, Primitive Types vs. Reference type double Types ,Initializing Objects, with Constructors, floating point numbers., [Unit 2] Control Statements, , [7 Hours], , Control structures if single-selection statement, if….else double-selection statement, while repetition, statement, do….while repetition statement, switch multi-selection statement, break and continue statements,, logical operators. Methods :Introduction, Program modules in Java, static methods, static Fields and Class, Math, declaring methods with multiple parameters, scope of declaration, method overloading and Java API, packages., [Unit3]Arrays, Arrays,declaring and creating arrays in java, examples using arrays, passing arrays to methods,, multidimensional arrays, variable-length argument lists, using command-line arguments., , [7 Hours], , [Unit 4] Inheritance and Polymorphism in Java, [7 Hours], Inheritance: Super classes and Subclasses, protected members, relationship between super classes and, subclasses, constructors in subclasses, objectclass. Polymorphism: Abstract classes and methods, final, methods and classes, polymorphism examples and Interfaces., [Unit 5] Exception-handling and Java script, [7 Hours], Exception-handling overview, handling Arithmetic Exceptions and Input Mismatch Exceptions, when to use, exception handling, java exception hierarchy, finally block. Introduction to Java Applets. Java script:, Introduction to client side scripting, Syntax basics, Operators, Comparisons, Statements, Loops, Events,, Objects, and User defined functions, Validations using object functions, Validations using regular, expressions, JS document object model, popovers, windows, Text Book:, 1. Paul Deitel and Harvey Detail, Java: How to Program, Pearson's Publication, 9thEdition., Reference Books:, 1. Joel Murach and Michael Urban, Murach’s Beginning Java with Eclipse, Murach's, Publication, 1st Edition, 2016. Doug Lowe, Java All-in-One For Dummies, Wiley, Publication, 4th Edition,2014., 2. Herbert Schildt, Java The Complete Reference, McGraw-Hill Publication, 9thEdition., 3. Patrick Niemeyer, Daniel Leuck, Learning Java, O'Reilly Media, 4th Edition,2013., 4. ―JavaScript: The Good Parts‖, Douglas Crockford, O‘Reilly, ISBN: 9782744055973., ―Microsoft® .NET: Architecting Applications for the Enterprise‖, Microsoft Press; 1st, edition, ISBN:978-0735626096, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 26

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOL306: Data Structure Laboratory, List of Experiments:, , LONERE, , 1., 2., 3., 4., 5., 6., , Write a program to implement stack using arrays., Write a program to evaluate a given postfix expression using stacks., Write a program to convert a given infix expression to postfix form using stacks., Write a program to implement circular queue using arrays., Write a program to implement double ended queue (dequeue) using arrays., Write a program to implement a stack using two queues such that the push operation runs in, constant time and the pop operation runs in linear time., 7. Write a program to implement a stack using two queues such that the push operation runs in linear, time and the pop operation runs in constant time., 8. Write a program to implement a queue using two stacks such that dequeue operation runs in, constant time and dequeue operation runs in linear time., 9. Write programs to implement the following data structures: (a) Single linked list (b)Double linked, list., 10. Write a program to implement a stack using a linked list such that the push and pop operations of, stack still take O(1)time., 11. Write a program to create a binary search tree (BST) by considering the keys in given order and, perform the following operations on it. (a) Minimum key (b) Maximum key (c) Search for a given, key (d) Find predecessor of a node (e) Find successor of a node (f) delete a node with given key., 12. Write a program to construct an AVL tree for the given set of keys. Also write function for, deleting a key from the given AVL tree., 13. Write a program to implement hashing with (a) Separate Chaining and (b) Open addressing, methods., 14. Implement the following sorting algorithms: (a) Insertion sort (b) Merge sort (c) Quick sort (d), Heap sort., 15. Write programs for implementation of graph traversals by applying: (a) BFS (b) DFS., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 27

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , Elective –I, BTCOL306: Object Oriented Programming Lab, LONERE (a) Object Oriented Programming in C++, , List of Experiments:, 1., 2., 3., 4., 5., , Programs on Operators, Arithmetic Promotion, Method Calling., Programs on dealing with Arrays., Programs on Classes: String and Math., Programs on Inheritance and Polymorphism., Programs on Garbage collection, packaging, access Modifiers, as well as static and abstract, modifiers., 6. Programs on Interfaces block initializers, final Modifier, as well as static and dynamic binding., 7. Programs on file handling and stream manipulation., 8. Programs on Dynamic Polymorphism., 9. Programs on Dynamic Memory Management., 10. Programs on Exception Handling., 11. Programs on generic programming using templates., 12. Programs on STL-containers and iterators, (b) Object Oriented Programming in JAVA, List of Experiments:, 1. Programs on Operators, Arithmetic Promotion, Method Calling., 2. Programs on Classes: String and Math., 3. Write a program to demonstrate following Function concepts, i) Function overloading, ii) Constructors of all types, iii) Default parameters, returning by reference, 4. Programs on dealing with Arrays., 5. Programs on Classes: String and Math., 6. Programs on Inheritance and Polymorphism., 7. Programs on Garbage collection, packaging, access Modifiers, as well as static and abstract, modifiers., 8. Programs on Interfaces, block initializers, final Modifier, as well as static and dynamic binding., 9. Programs on Exception Handling., 10. Write a Java program that illustrates the following, a) Creation of simple package., b) Accessing a package., c) Implementing interfaces., 11. Programs on Java script client side scripting., 12. Programs on Java script Operators, Comparisons, Statements, Loops, Events, Objects., 13. Programs on Java script User defined functions., 14. Programs on Java script Validations using object functions., 15. Programs on Java script Validations using regular expressions., 16. Programs on Java script JS document object model, Popovers, Windows., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 28

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC401: Design and Analysis of Algorithms, [Unit 1] Introduction to Algorithms, , LONERE, , [7 Hours], , Definition, Properties of Algorithms, Expressing Algorithm, Flowchart, Algorithm Design Techniques,, Performance Analysis of Algorithms, Types of Algorithm's Analysis, Order of Growth, Asymptotic, Notations, Recursion, Recurrences Relation, Substitution Method, Iterative Method, Recursion Tree, Master, Theorem, Changing Variable, Heap Sort., [Unit 2] Divide and Conquer, , [7 Hours], , Introduction, Binary Search, Merge Sort, Quick Sort, Strassen‘s Matrix Multiplication., [Unit 3] Backtracking, [7 Hours], Backtracking Concept, N–Queens Problem, Four–Queens Problem, Eight–Queen Problem, Hamiltonian, Cycle, Sum of Subsets Problem, Graph Colouring Problem, Branch and Bound: Introduction, Travelling, Salesperson Problem, 15-Puzzle Problem, Comparisons between Backtracking and Branch and Bound., [Unit 4] Greedy Algorithms, [7 Hours], Introduction to Greedy Technique, Greedy Method, Optimal Merge Patterns, Huffman Coding, Knapsack, Problem, Activity Selection Problem, Job Sequencing with Deadline, Minimum Spanning Tree, Single-Source, Shortest Path Algorithm, ., [Unit 5] Dynamic Programming, [7 Hours], Introduction, Characteristics of Dynamic Programming, Component of Dynamic Programming, Comparison, of Divide-and-Conquer and Dynamic Programming Techniques, Longest Common Sub-sequence, matrix, multiplication, shortest paths: Bellman Ford, Floyd Warshall, Application of Dynamic Programming. NP, Completeness: Introduction, the Complexity Class P, the Complexity Class NP, Polynomial-Time Reduction,, the Complexity Class NP-Complete., Text Book:, 1. T. Cormen, Introduction to Algorithms, PHI Publication, 2nd Edition, 2002., Reference Books:, 1. Aho, Ullman, Data Structure and Algorithms, Addison-Wesley Publication, 1st Edition,1983., 2. Michel Goodrich, Roberto Tamassia, Algorithm Design – Foundation, Analysis & Internet, Examples, Wiley Publication, 2nd Edition,2006., 3. George T. Heineman, Gary Pollice, Stanley Selkow, Algorithms in a Nutshell, A Practical Guide,, O'Reilly Media, 2nd Edition, 2016., 4. Ellise Horowitz, SartajSahni, S. Rajasekaran, Fundamentals of Computer Algorithms, University, Press (India) Private Ltd, 2nd Edition, 2008., 5. Sara Base, Computer algorithms: Introduction to Design and Analysis, Addison-Wesley, Publication, 2nd Edition, 1988, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 29

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC402: Operating Systems, LONERE, , [Unit 1], [7 Hours], Introduction and Operating system structures: Definition, Types of Operating system, Real-Time operating, system, System Components: System Services, Systems Calls, System Programs, System structure, Virtual, Machines, System Design and Implementation, System Generations., [Unit 2], [7 Hours], Processes and CPU Scheduling: Process Concept, Process Scheduling, Operation on process, Inter-process, Communication, Cooperating processes, Threads, Multithreading model, Scheduling criteria, Scheduling, Algorithms, Thread Scheduling, Multiple-Processor Scheduling, Scheduling Algorithms evaluation., [Unit 3], [7 Hours], Process Synchronization: The critical-section problem, Critical regions, Peterson‘s Solution, Synchronization, Hardware, Semaphores, Classical Problems of synchronization, and Monitors Deadlocks: Systems Model,, Deadlock characterization, Methods for handling Deadlocks, Deadlock Prevention, Deadlock Avoidance,, Deadlock Detection, Recovery from Deadlock, Combined approach to deadlock Handling., [Unit 4], [7 Hours], Memory Management: Basic concept, Logical and Physical address map, Memory allocation: Continuous, Memory Allocation, Fixed and variable partition, Internal and external fragmentation and compaction,, Paging: Principle of operation, Page allocation – Hardware support for paging, Protection and sharing,, Disadvantages of paging; Segmentation. Virtual Memory: Basics of Virtual Memory – Hardware and control, structures – Locality of reference, Page fault, Working Set, Dirty page / Dirty bit – Demand paging, Page, Replacement algorithms: Optimal, First in First Out (FIFO), Second Chance (SC), Not recently used (NRU), and Least Recently used(LRU)., [Unit 5], [7 Hours], File Management: File Concept, Access methods, File types, File operation, Directory and disk structure, File, System Structure, File System Implementation, Allocation methods (contiguous, linked, indexed), Free-space, management (bit vector, linked list, grouping), directory implementation (linear list, hash table), efficiency, and performance. Mass-Storage Structure: Disk Structure, Disk attachment, Disk scheduling, Disk, management, Swap Space Management., Text Book:, 1. Abraham Silberschatz, Peter B. Galvin and Greg Gagne, Operating System Concepts, Wiley, Publication, 8th Edition, 2008., Reference Books:, 1. Andrew S. Tanenbaum, Modern Operating System, PHI Publication, 4th Edition, 2015., 2. D. M. Dhamdhere, Systems Programming and Operating Systems, McGraw-Hill, 2nd Edition,, 1996., 3. Garry Nutt, Operating Systems Concepts, Pearson Publication, 3rd Edition, 2003., 4. Harvey M. Deitel, An Introduction to Operating Systems, Addison Wesley Publication, 2nd, Edition, 1990., 5. Thomas W. Doeppner, Operating System in Depth: Design and Programming, Wiley Publication,, 2011., Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 30

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTHM403: Basic Human Rights, [Unit 1], LONERE, , [6 Hours], The Basic Concepts: - Individual, group, civil society, state, equality, justice, Human Values, Human rights, and Human Duties: - Origin, Contribution of American bill of rights, French revolution, Declaration of, independence, Rights of citizen, Rights of working and exploited people., [Unit 2], [6 Hours], Fundamental rights and economic programme, Society, religion, culture, and their inter relationship, Impact, of social structure on human behavior, Social Structure and Social Problems: - Social and communal conflicts, and social harmony, rural poverty, unemployment, bonded labor., [Unit 3], [6 Hours], Migrant workers and human rights violations, human rights of mentally and physically challenged, State,, Individual liberty, Freedom and democracy, NGOs and human rights in India: - Land, Water, Forest issues., [Unit 4], [6 Hours], Human rights in Indian constitution and law:- i) The constitution of India: Preamble ii) Fundamental rights iii), Directive principles of state policy vi)Fundamental duties v) Some other provisions., [Unit 5], [6 Hours], Universal declaration of human rights and provisions of India, Constitution and law, National human rights, commission and state human rights commission., Text Book:, 1. Shastry, T. S. N., India and Human rights: Reflections, Concept Publishing Company India (P, Ltd.), 2005., Reference books:, 1. Nirmal, C.J., Human Rights in India: Historical, Social and Political Perspectives (Law in, India), Oxford India, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 31

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTBS404: Probability and Statistics, [Unit 1] Probability Theory, [7 Hours], Definition of probability: classical, empirical and axiomatic approach of probability, Addition theorem of, probability, Multiplication theorem of probability, Bayes‘ theorem of inverse probability, Properties of, probabilities with proofs, Examples., , LONERE, , [Unit 2] Random Variable and Mathematical Expectation, , [7 Hours], , Random variables, Probability distributions, Probability mass function, Probability density function,, Mathematical expectation, Join and marginal probability distributions, Properties of expectation and variance, with proofs. Theoretical Probability Distributions : Binomial distribution, Poisson distribution, Normal, distribution, Fitting of binomial distributions, Properties of binomial, Poisson and normal distributions,, Relation between binomial and normal distributions, Relation between Poisson and normal distributions,, Importance of normal distribution, Examples., [Unit 3] Correlation, [7 Hours], Introduction, Types of correlation, Correlation and causation, Methods of studying correlation, Karl Pearson's, correlation coefficient, Spearman‘s rank correlation, Coefficient, Properties of Karl Pearson's correlation, coefficient and Spearman‘s rank correlation coefficient, Probable errors., [Unit 4] Linear Regression Analysis, [7 Hours], Introduction, Linear and non-linear regression, Lines of regression, Derivation of regression lines of y on x, and x on y, Angle between the regression lines, Coefficients of regression, Theorems on regression, coefficient, Properties of regression coefficient., [Unit 5] Estimation and Hypothesis, [7 Hours], Estimation, Large Sample Estimation of a Population Mean, Small Sample Estimation of a Population Mean,, Large Sample Estimation of a Population Proportion, Sample Size Considerations, Testing Hypotheses, The, Elements of Hypothesis Testing, Large Sample Tests for a Population Mean, The Observed Significance of a, Test, Small Sample Tests for a Population Mean, Large Sample Tests for a Population Proportion., Text Book:, 1. S. C. Gupta, Fundamentals of Statistics, Himalaya Publishing House, 7th Revied and Enlarged, Edition, 2016., Reference Books:, 1. G. V. Kumbhojkar, Probability and Random Processes, C. Jamnadas and Co., 14th Edition, 2010., 2. Erwin Kreyszig, Advanced Engineering Mathematics, 9th Edition, John Wiley & Sons, 2006., 3. Veerarajan T., Engineering Mathematics (for semester III), Tata McGraw-Hill, New Delhi, 2010., 4. G. Haribaskaran, Probability, Queuing Theory and Reliability Engineering, Laxmi Publications,, 2nd Edition, 2009., 5. Murray Spiegel, John Schiller, R. ALU Srinivasan, Probability and Statistics, Schaum's Outlines,, 4th Edition, 2013., 6. Kishor S. Trivedi, Probability, Statistics with Reliability, Queuing and Computer Science, Applications, Wiley India Pvt. Ltd, 2nd Edition, 2001., 7. Vijay K. Rohatgi, A. K. Md. Ehsanes Saleh, An Introduction to Probability And Statistics, Wiley, Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 32

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , LONERE, , Publication, 2nd Edition, 2001., 8. Roxy Peck, Chris Olsen, Jay Devore, Introduction to Statistics and Data Analysis, Third Edition,, Thomson Books/Cole., 9. Ronald Walpole; Raymond Myers; Sharon Myers; Keying Ye, Probability & statistics for, engineers & scientists, 9th edition, Prentice Hall., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 33

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTES405: Digital Logic Design & Microprocessor, [Unit1] Introduction, [7 Hours], Digital signals, digital circuits, AND, OR, NOT, NAND, NOR and Exclusive-OR operations, Boolean, algebra, examples of IC gates, Number Systems: binary, signed binary, octal hexadecimal number, binary, arithmetic, one‘s and two‘s complements arithmetic, codes, error detecting and correcting codes., , LONERE, , [Unit 2] Combinational Digital Circuits, [7 Hours], Standard representation for logic functions, K-map representation, simplification of logic functions using Kmap, minimization of logical functions, Don‘t care conditions, Multiplexer, De-Multiplexer / Decoders,, Adders, Subtractors, BCD arithmetic, carry look ahead adder, serial adder, ALU, elementary ALU design,, parity checker / generator., [Unit 3] Sequential circuits and systems, [7 Hours], 1-bit memory, the circuit properties of Bistable latch, the clocked SR flip flop, J-K-T and D-types flip flops,, applications of flip flops, shift registers, applications of shift registers, serial to parallel converter, parallel to, serial converter, ring counter, sequence generator, ripple(Asynchronous) counters, synchronous counters,, counters design using flip flops, special counter IC‘s, asynchronous sequential counters, applications of, counters., [Unit 4] Fundamentals of Microprocessors, [7 Hours], Fundamentals of Microprocessor, Comparison of 8-bit, (8085) 16-bit (8086), and 32-bit microprocessors, (80386), The 8086 Architecture: Internal Block Diagram, CPU, ALU, address, data and control bus, Working, registers, SFRs, Clock and RESET circuits, Stack and Stack Pointer, Program Counter, I/O ports, Memory, Structures, Data and Program Memory, Timing diagrams and Execution Cycles., [Unit 5] 8086 Instruction Set and Programming, [7 Hours], Memory Interfacing, I/O Interfacing, Direct Memory Access (DMA), Interrupts in 8086, 8086 Instruction Set, and Programming: Addressing modes: Introduction, Instruction syntax, Data types, Subroutines Immediate, addressing, Register addressing, Direct addressing, Indirect addressing, Relative addressing, Indexed, addressing, Bit inherent addressing, bit direct addressing, Instruction timings, Data transfer instructions,, Arithmetic instructions, Logical instructions, Branch instructions, Subroutine instructions, Bit manipulation, instruction, Assembly language programs, C language programs, Assemblers and compilers, Programming, and debugging tools., Text Book:, 1. R. P. Jain, Modern Digital Electronics, McGraw Hill Education, 2009., Reference Books:, 1. M. M. Mano, Digital logic and Computer design, Pearson Education India, 2016., 2. Kumar, Fundamentals of Digital Circuits, Prentice Hall India, 2016., 3. Douglas Hall, Microprocessors and Interfacing, McGraw-Hill Publication, Revised 2nd Edition,, 2006., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 34

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOL406: Python Programming, One hour per week is for program demonstration and instruction which can be conducted as a, LONEREclassroom session or lab session., [Unit 1], [2 Hours], Informal introduction to programming, algorithms and data structures, downloading and installing Python, run, a simple program on Python interpreter., [Unit 2], [2 Hours], Variables, operations, control flow – assignments, conditionals, loops, functions: optional arguments, default, values, passing functions as arguments., [Unit 3], [2 Hours], Statements, Expressions, Strings: String processing. Exception handling, Basic input/output, handling files., [Unit 4], Class and Object, Data Structure: List, Tuple and Sequences, Set, Dictionaries., , [2 Hours], , [Unit 5], [4 Hours], Using Database and Structured Query Languages (SQL): SQLite manager, Spidering Twitter using a, Database, Programming with multiple tables, JOIN to retrieve data., *Programming assignments are mandatory., Text Book:, 1. Michael Urban and Joel Murach, Murach‘s Python Programming, Murach's Publication, 2016., Reference Books:, 1. Charles Severance, Python for Informatics: Exploring Information, University of Michigan,, Version 2.7.0, 2014., 2. Dr. R. Nageswara Rao, Core Python Programming, Dreamtech Press, 1st Edition, 2016., 3. Mark Lutz, Learning Python, O'Reilly Media, 5th Edition, 2013., 4. Mark Pilgrim, Dive into Python 3, A press Publication, 2nd Edition, 2009., 5. Allen B. Downey, Think Python, O'Reilly Media, 2nd Edition, 2012., 6. Jon Kleinberg and Eva Tardos, Algorithm Design, Pearson Education, 1st Edition, 2006., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 35

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOL406: Python Programming, List of Experiments:, LONERE, , 1, , Program to calculate area of triangle, rectangle, circle, , 2, , Program to find the union of two lists., , 3, , 5, , Program to find the intersection of two lists., Program to remove the ―i‖ th occurrence of the given word in a list where, words repeat., Program to count the occurrences of each word in a given string sentence., , 6, , Program to check if a substring is present in a given string., , 7, , 10, , Program to map two lists into a dictionary., Program to count the frequency of words appearing in a string using a, dictionary., Program to create a dictionary with key as first character and value as words, starting with that character., Program to find the length of a list using recursion., , 11, , compute the diameter, circumference, and volume of a sphere using class, , 12, , Program to read a file and capitalize the first letter of every word in the file., , 4, , 8, 9, , BTCOL406: Operating Systems Laboratory, List of Experiments:, 1. Hands on Unix Commands, 2. Shell programming for file handling., 3. Shell Script programming using the commands grep, awk, and sed., 4. Implementation of various CPU scheduling algorithms (FCFS, SJF, Priority)., 5. Implementation of various page replacement algorithms (FIFO, Optimal, LRU)., 6. Concurrent programming; use of threads and processes, system calls (fork and v-fork)., 7. Study pthreads and implement the following: Write a program which shows the performance., 8. Improvement in using threads as compared with process.(Examples like Matrix Multiplication., 9. Hyper Quick Sort, Merge sort, Traveling Sales Person problem)., 10. Implementation of Synchronization primitives – Semaphore, Locks and Conditional Variables., 11. Implementation of Producer-Consumer problem, Bankers algorithm., 12. Implementation of various memory allocation algorithms, (First fit, Best fit and Worst fit), Disk., 13. Scheduling algorithms (FCFS, SCAN, SSTF, C-SCAN)., 14. Kernel reconfiguration, device drivers and systems administration of different operating systems., Writing utilities and OS performance tuning, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 36

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOS407: Seminar – II, [Unit 1], Web Site development Essentials: Overview of Web Design Concepts, Web Project Management, LONERE, Fundamentals, Web Site Development Process, HTML and the Evolution of Markup languages, HTML basic, tags, Web Page Layout and Elements, Create Hyperlinks, Create Tables, Create Web Forms, Image Inserting, Techniques, Create Frames, GUI HTML Editors, Site Content and Metadata., [Unit 2], Cascading Style Sheets: Cascading Style Sheets for Web page design, Creating CSS rules, Format Text with, CSS, Use of CSS Selectors, Embed Style Sheets, and Attach External Style Sheets., Using CSS with Tables: Insert and Styling Tables, Import Table Data, Style Tables with CSS, Sort Data in, Table., [Unit 3], Introduction to JavaScript, Variables, Basic in JavaScript — Numbers and operators, Handling text — Strings, in JavaScript, Useful string methods, Arrays, Troubleshooting JavaScript;, Programming fundamentals: If...Else Statements, Else...If Statements, For Loops, While Loops, Breaking Out, Of Loops, Switch Statements, Functions; JavaScript Events, Selecting HTML elements using get Element, ById()., [Unit 4], PHP: Basic Syntax, Defining variable and constant, PHP Data type, Operator and Expression, Handling Html, Form with PHP: Capturing Form Data, Dealing with Multi-value filed, redirecting a form after submission,, PHP Session., [Unit 5], JQuery: Introduction to JQuery, Validation using JQuery, JQuery Forms, JQuery Examples, AJAX: Introduction to AJAX, PHP with AJAX Introduction to RDBMS: Connection with MySQL Database,, Performing basic database operation (DML)(Insert, Delete, Update, Select), Suggestive List of Experiments:, 1. Design an html form for displaying information using interactive css including images, tables., 2. Create a webpage with HTML describing your department with following specification:, a. Change the background color of the page. At the bottom create a link to take user to the top of, the page., b. Insert an image and create a link such that clicking on image takes user to other page., c. Also apply font styling like italics, underline and two other fonts to words you find appropriate., Also use header tags., 3. Write a JavaScript to design a simple calculator to perform the following operations: sum, product,, difference and quotient., 4. Write a JavaScript to validate the following fields of employee on html form: email, name, mobile no.,, address, salary., 5. Develop and demonstrate a HTML file that includes JavaScript script that uses functions for the, following problems:, a. Parameter: A string, Output: Length of the String, b. Parameter: A number, Output: The number with its digits in the reverse order, 6. Develop and demonstrate a HTML file that includes JavaScript for the following problems:, a. Input: A starting and ending number, b. Output: find all the prime numbers between starting and ending number., 7. Write a PHP program to display a digital clock which displays the current time of the server., Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 37

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , 8. Write a PHP program to implement sign-In and Sign-out functionality., 9. Write a PHP program to keep track of the number of visitors visiting the Web page and to display this, count of visitors, with proper headings., 10. Write a PHP code to implement AJAX functionality., LONERE, 11. Write a PHP program to perform search operation on the student records using AJAX., 12. Write a PHP program to sort the student records which are stored in the database using, ascending/descending order., Text Book:, 1. HTML 5 Black Book, Covers CSS 3, JavaScript, XML, XHTML, Ajax, PHP and jQuery, 2ed, (English, Paperback, DT Editorial Services)., Reference Books:, 1. Robin Nixon, Learning PHP, MySQL & JavaScript with j Query, CSS & HTML5 Paperback, by Orielly Pub., 2. E. Robson, E. Freeman, Head First HTML & CSS, O‘Reilly Media, 2nd Edition, 2012., Guidelines for Seminar:, 1. Each candidate shall deliver a seminar as per the Scheme of Teaching and Examination, for a minimum 35 minutes including questions and answers., 2. Students can choose/propose any topic for web application development., 3. Students can use HTML, CSS, Java Script, AJAX, PHP or any other front-end tool for web, application development., 4. Applications developed must be demonstrated on desktop/laptop as a web based application in, the seminar., 5. A seminar report must be submitted at the end of semester on the base of application developed, and technology used., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 38

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC501: Database Systems, [Unit 1] Introduction, , [7 Hours], , Database System Applications, Purpose of Database Systems, View of Data, Database Languages, Relational, LONERE, Databases, Database Design, Data Storage and Querying, Transaction Management, Database Architecture, Data modeling using the Entity Relationship Model: ER model concepts, notation for ER diagram,, Constraints, keys, E-R Diagrams, Mapping Cardinality, Concepts of Super Key, candidate key, primary key,, weak entity sets, Codd‘s rules, Extended ER model, Generalization, Aggregation, , Reduction of an ER, diagrams to tables., [Unit 2] Relational Data Model, Relational Algebra and Calculus, [7 Hours], Structure of Relational Databases, Database Schema, Keys Relational algebra: Fundamental Operations,, Additional Relational Algebra Operations, Extended Relational Algebra Operations. Calculus: Tuple, relational calculus, Domain relational Calculus, calculus vs algebra, computational capabilities., [Unit 3] Introduction to SQL, , [7 Hours], , Overview of SQL, SQL Data Definition, Basic Structure of SQL Queries, Additional Basic Operators, Set, Operations, Null Values, Aggregate Functions, Nested Sub queries, Modification of the Database, Intermediate SQL : Join Expressions, Views, Transactions, Integrity Constraints, SQL Data Types and, Schema, Authorization, Advanced SQL : Assessing SQL from Programming Language, JDBC, ODBC,, Embedded SQL, Functions and Procedures, Triggers,, [Unit 4] Relational Database Design and File Organization, Indexing & Hashing, , [7 Hours], , Normalization: Features of good relational designs, Functional dependencies, Normal forms, First, Second,, Third normal forms, BCNF, Functional Dependency Theory, Multivalued Dependencies, Fourth Normal, Form, Database Design Process., File Organization, Ordered Indices, B+tree Index files, B Tree Index File, Static Hashing, Dynamic Hashing,, [Unit 5] Transaction Processing, , [7 Hours], , Transaction Concept, A simple Transaction Model, Transaction Atomicity and Durability, Transaction, Isolation, ACID Properties, Serializability Concurrency Control Techniques: Lock based Protocols, Deadlock, handling, Multiple Granularity, Time stamp-Based Protocols, Recovery System., Text Book:, 1. Henry Korth, Abraham Silberschatz & S. Sudarshan, Database System Concepts, McGrawHill Publication, 6th Edition, 2011., Reference Books:, 1. Raghu Ramakrishnan, Johannes Gehrke, Database Management Systems, McGrawHillPublication, 3rd Edition, 2003., 2. Joel Murach, Murach's Oracle SQL and PL/SQL for Developers, Mike Murach & Associates,, 2nd Edition, 2014., 3. Wiederhold, Database Design, McGraw-Hill Publication, 2nd Edition, 1983., 4. Navathe, Fundamentals of Database System, Addison-Wesley Publication, 6th Edition, 2012., 5. Mark L. Gillenson, Fundamentals of Database Management System, Wiley Publication,, 2ndEdition, 2011., 6. Serge Abiteboul, Richard Hull, Victor Vianu, ―Foundations of Databases‖, Reprint by, Addison-Wesley., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 39

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC502: Theory of Computation, LONERE, , [Unit 1] Finite Automata and Regular Expressions, [7 Hours], Definition of deterministic finite automata, Non-deterministic finite automata, Moore and Mealy machines, and their conversions, Regular expressions, Recursive definition, NFA with e-moves, Inter-conversion, between NFA and DFA, Regular expression and FA, Pumping lemma., [Unit 2] Context Free Grammars, [7 Hours], Definition, Production rules, Ambiguous grammar, Removal of ambiguity, Chomsky hierarchy, Context Free, Grammar (CFG) – definition, Simplification of CFG., [Unit 3] Context Free Languages, [7 Hours], Definition of context free languages, Regular grammar definition, Left linear, Right linear grammar, Interconversion between left linear and right linear regular grammar, Regular grammar and finite automata, CNF,, GNF, Derivation graphs, Type 0 and Type 1grammars., [Unit 4] Push down Automata, [7 Hours], Formal definition, Pushdown automata (PDA), Deterministic Pushdown automata (DPDA) – definition, Nondeterministic Pushdown automata (NPDA) - definition, relative powers of DPDA and NPDA., [Unit 5] Turing Machines and Undecidability, [7 Hours], Definition, Computing with Turing machine, Extensions of Turing machines, Random access Turing, machines, Non-deterministic Turing machines, Grammars, The Church‘s Turing hypothesis, Universal Turing, machines, The Halting problem, Unsolvable problems about Turing machines., Text Book:, 1. Hopcroft, Ullman, Motwani, Introduction to Automata Theory, Languages, and Computation,, Addison Wesley Publication, 2nd Edition, 2001., Reference Books:, 1. Daniel I. A. Cohen, Introduction to Computer Theory, Wiley Publication, 1st Edition, 1986., 2. John C. Martin, Introduction to Languages and Theory of Computation, McGraw-Hill, Publication, 4th Edition, 2010., 3. Krithivasan Kamala, Introduction to Formal Languages, Automata Theory and Computation,, Pearson Education, 1st Edition, 2009., 4. Papadimitriou, Lewis, Elements of the Theory of Computations, PHI Publication, 2nd Edition,, 1997., 5. E. V. Krishnamurthy, Introductory Theory of Computer Science, Springer-Velang New York Inc.,, 1st Edition, 1985., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 40

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC503: Software Engineering, [Unit 1], LONERE, , [7 Hours], Introduction: Professional software development, Software engineering ethics, Case studies., Software processes: Software process models, Process activities, Coping with change, The rational unified, process., [Unit 2], [7 Hours], Agile software development: Agile methods, Plan-driven and agile development, Extreme programming,, Agile project management, Scaling agile methods. Requirements engineering: Functional and non-functional, requirements, The software requirements document, Requirements specification, Requirements engineering, processes, Requirements elicitation and analysis, Requirements validation, Requirements management., [Unit 3], [7 Hours], System modeling: Context models, Interaction models, Structural models, Behavioral models, Model-driven, engineering. Architectural design: Architectural design decisions, Architectural views, Architectural patterns,, Application architectures., [Unit 4], [7 Hours], Design and implementation, Object-oriented design using UML, Design patterns Implementation issues, Open, source development., [Unit 5], [7 Hours], Software testing, Development testing, Test-driven development, Release testing, User testing. Dependability, properties, Availability and reliability, Safety Security., Text Book:, 1. Ian Sommerville, Software Engineering; 9th Edition, Addison-Wesley Publishing Company, USA., Reference Books:, 1. S.A. Kelkar, Software Engineering, , Prentice Hall of India, 2007., 2. Pressman, Software Engineering, Tata McGraw Hill, 6th Edition, 2006., 3. Pankaj Jalote, Software Engineering, Narosa Publishers, 3rd Edition, 2006., , NPTEL Course:, 1., , Software Engineering, Prof. Rajib Mall, Department of Computer Science and Engineering, IIT, Kharagpur., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 41

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE504 (A): Human Computer Interaction, LONERE, , [Unit 1], [7 Hours], Introduction: Course objective and overview, Historical evolution of the field, The Human, The Computer,, The Interaction., [Unit2], [7 Hours], Design processes: Interaction Design basics, Concept of usability – definition and elaboration, HCI in the, Soft- ware Process, Design Rules., [Unit3], [7 Hours], Implementation and Evaluation: Implementation Support, Evaluation Techniques, Universal Design, Use Support., [Unit4], [7 Hours], Models: Cognitive Models, Socio – Organizational Issues and Stakeholders Requirements, Communication, and Collaboration models. Theories: Task Analysis Dialog notations and Design Models of the system, Modeling Rich Interactions., [Unit5], [7 Hours], Modern Systems: Group ware, Ubiquitous Computing and Augmented Realities, Hypertext, Multimedia and, World Wide Web., Text Book:, 1. Alan Dix, Janet Finlay, Gregory Abowd, Russell Beale ―Human Computer Interaction‖, Pearson, Education, 3rd Edition, 2003., Reference Books:, 1. B. Shneiderman, Designing the User Interface, Addison-Wesley Publishing Company., 2. Jenny Preece, Helen Sharp, Yvonne Rogers, Interaction Design: Beyond Human-Computer, Interaction, Wiley Publication, 4th Edition, 2015., 3. Gerard Jounghyun Kim, Human–Computer Interaction: Fundamentals and Practice, CRC Press,, 2015., 4. Jenifer Tidwell, Designing Interfaces, Patterns for Effective Interaction Design, O‘Reilly Media,, 2nd Edition, 2010., NPTEL Course:, 1. Human Computer Interaction, Prof. K. Ponnurangam, Dept. of Computer Science and, Engineering, IIIT Delhi., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 42

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE504 (B): Numerical Methods, LONERE, , [Unit 1], [7 Hours], Solution of Algebraic and Transcendental Equation: Bisection method, Method of false position, Newton‘s, method and Newton-Raphson method., [Unit 2], [7 Hours], Solution of Linear Simultaneous Equation: Gauss elimination method, Gauss-Jordan method, Iterative method, of solution- Jacobi iteration method, Gauss-Seidal iteration method, Relaxation method., [Unit 3], [7 Hours], Finite Differences: Forward difference operator, Backward difference operator, Central difference operator,, New- ton‘s interpolation formulae, Newton‘s forward–backward-central interpolation formulae., [Unit 4], [7 Hours], Differentiation and Integration: Newton-Cortes formula, Trapezoidal rule, Simpson one–third rule, Simpson, three- eighth rule., [Unit 5], [7 Hours], Numerical Solution of ODE: Picard‘s methods, Taylor series method, Euler‘s method, Modified Euler‘s, method, Runge Kutta method., Text Book:, 1. B. S Grewal, Higher Engineering Mathematics, 40th edition, Khanna publication, Reference Books:, 1. S. S. Shastri, Introduction to Numerical Methods, PHI publication., 2. V. Rajaraman, Computer Oriented Methods, 3rd edition, PHI publication., 3. Conte and De boor, Elementary Numerical Analysis, BPB publication., 4. E. Kreyszig, Advanced Engineering Mathematics, BPB publication., 5. Steven C Chapra, Numerical Methods for Engineers, 5th edition, McGraw Hill publication., NPTEL Course:, 1. Numerical Methods, Prof. Ameeya Kumar Nayak and Prof. Sanjeev Kumar, IIT Roorkee., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 43

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTHM505 (A): Economics and Management, [Unit 1], LONERE, , [7 Hours], , Introduction, Market Equilibrium: Demand and Supply, Elasticity of Demand Forecasting, Production,, Exercises on Economics, Cost-Volume-Profit Relationships, Cost Management Systems and Activity Costing, System., [Unit 2], , [7 Hours], , Relevant Information and Decision Making, Cost Allocation, Exercises on Economics, Double-Entry, Bookkeeping, Job Casting, Process Costing, The Master Budget, Flexible Budgets and Variance Analysis., [Unit 3], , [7 Hours], , Financial Statements, Analysis of Financial Statements, Time Value of Money, Comparison of Alternatives., [Unit 4], , [7 Hours], , Depreciation Accounting, Evolution of Management Thoughts, Functions of Management Directing., [Unit 5], [7 Hours], Product Development, Forecasting Revisited, Capacity Planning, Product / Services Strategies and Plant, Layout, Production Planning and Control., Text Book:, 1. R. Paneerselvam, Engineering Economics, PHI publication., Reference Books:, 1. Robbins S.P. and Decenzo David A., Fundamentals of Management: Essential Concepts and, Applications, Pearson Education., 2. L. M. Prasad, Principles and Practices of Management., 3. K. K. Dewett & M. H. Navalur, Modern Economic Theory, S. Chand Publications., NPTEL Course:, 1. Economics / Management / Entrepreneurship, by Prof. P. K. J. Mohapatra Department of Industrial, Engineering & Management, IIT Kharagpur., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 44

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTHM505 (B): Business Communication, LONERE, , [Unit 1], Introduction, Definitions & Concepts, Communicative Competence., , [6 Hours], , [Unit 2], [6 Hours], Intercultural Communication, Nonverbal Communication, Thought and Speech, Translation as Problematic, Discourse., [Unit 3], Barriers to Communication, Listening, Communication Rules, Communication Style., , [6 Hours], , [Unit 4], [6 Hours], Interpersonal Communication, Relational Communication, Organizational Communication. Collaboration,, Communication in Groups and Teams, Persuasive Communication., [Unit 5], [7 Hours], Negotiation and Conflict Management, Leadership, Written Communication in International Business, Role, of Technology in international Business Communication, Moving to Another Culture, Crisis Communication,, Ethics in Business Communication., Text Book:, 1. Mary Ellen Guffey, Essentials of Business Communication, Sixth Edition, South-Western, College Publishing, Reference Books:, 1. Bovee, Courtland, John Thill & Mukesh Chaturvedi, Business Communication Today: Dorling, kindersley, Delhi., 2. Kaul, Asha, Business Communication, Prentice-Hall of India, Delhi., 3. Monippally, Matthukutty M. Business Communication Strategies. Tata McGraw-Hill Publishing, Company Ltd., New Delhi., 4. Sharma, Sangeeta and Binod Mishra, Communication Skills for Engineers and Scientists, PHI, Learning Pvt. Ltd., New Delhi., NPTEL Course:, 1. International Business Communication, by Aradhana Malik, IIT Kharagpur., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 45

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOL506: Database Systems Laboratory, List of Experiments:, LONERE, 1. Defining schema for applications., 2. Creating tables, Renaming tables, Data constraints (Primary key, Foreign key, Not Null), Data, insertion into a table., 3. Grouping data, aggregate functions, Oracle functions (mathematical, character functions)., 4. Sub-queries, Set operations, Joins., 5. Creation of databases, writing SQL and PL/SQL queries to retrieve information from the, databases., 6. Assignment on Triggers & Cursors., 7. Normal Forms: First, Second, Third and Boyce Codd Normal Forms., 8. Assignment in Design and Implementation of Database systems or packages for applications such, as office automation, hotel management, hospital management., 9. Deployment of Forms, Reports Normalization, Query Processing Algorithms in the above, application project., 10. Large objects – CLOB, NCLOB, BLOB and BFILE., 11. Distributed data base Management, creating web-page interfaces for database applications using, servlet., , BTCOL506: Software Engineering Laboratory, List of Experiments:, 1. To perform the system analysis: Requirement analysis, SRS. (Both Functional and Nonfunctional, requirements. For a set of 10 sample problems, from a book on Software Engineering by Rajib, Mall.), 2. To perform the function oriented diagram: DFD and Structured chart., 3. To perform the user‘s view analysis: Use case diagram., 4. To draw the structural view diagram: Class diagram, object diagram., 5. To draw the behavioral view diagram: Sequence diagram, Collaboration diagram., 6. To draw the behavioral view diagram: State-chart diagram, Activity diagram., 7. To draw the implementation view diagram: Component diagram., 8. To draw the environmental view diagram: Deployment diagram., 9. To perform various testing using the testing tool unit testing, integration testing, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 46

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOM507: Mini Project-1, LONERE, , In this subject head, it is expected that the student should complete the following tasks., 1. Identify problem statement / idea which is solving one problem preferably local problem may be, in their University / College / near by vicinity., 2. Do the literature survey,, 3. Design the solutions, 4. Implement solution using latest technology, 5. Write 20-25 pages report using latex, 6. Present / demonstrate the solution in front of faculty member, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 47

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC601: Compiler Design, LONERE, [Unit 1] Introduction to Compiling, , [7 Hours], Definition, analysis of the source program, the phases of a compiler, the grouping of phases, Compiler, Construction tools, A simple one-pass compiler,, [Unit 2] Lexical Analysis, [7 Hours], The role of the Lexical analyzer, Input buffering, Specification of Tokens, A Language for Specifying Lexical, Analyzers, Design of a Lexical Analyzer generator., [Unit 3] Syntax Analysis, [7 Hours], The role of the Parser, Context-free grammars, Writing a Grammar, Top-Down Parsing, Bottom-Up Parsing,, Operator-precedence Parsing, LR Parsers, Using Ambiguous Grammars, Parser Generators., [Unit 4] Syntax-Directed Translation, [7 Hours], Definitions, Construction of Syntax Trees, Bottom-Up Evaluation of S- Attributed definitions, Top-Down, Translation, Bottom-Up Evaluation of Inherited attributes. Intermediate Languages, Declarations, Assignment, Statements, Boolean Expressions, Case Statements, Back patching, Procedure Calls., [Unit 5] Code Generation, [7 Hours], Issues in the Design of a Code Generator, The target Machine, Run-Time Storage Management, Basic Blocks, and Flow Graphs, Next-Use Information, Simple Code Generator, Register allocation and Assignment, The, DAG Representation of Basic Blocks, Generating Code from DAGs, Dynamic Programming, CodeGeneration Algorithm, Code-Generators., Text Book:, 1. Aho, Sethi, Ullman, Compilers Principles, Techniques and Tools, Pearson Education India, 2nd, Edition, 2013, Reference Books:, 1. Hopcroft, Motwani and Ullman, Introduction to Automata Theory, Languages and, Computation, Pearson Publication, 2nd Edition, 2001., 2. Dick Grune, Kees van Reeuwijk, Henri E. Bal, Ceriel J. H. Jacobs and Koen Langendoen,, Modern Compiler Design, Springer, 2nd Edition, 2012., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 48

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC602: Computer Networks, [Unit 1] Introduction, [7 Hours], Applications of computer networks, Network hardware, Network software: Protocol Hierarchy, Design Issue,, connection oriented vs. connectionless, Service Primitives, Reference models: OSI and TCP/IP, Example, networks: Internet, Network standardization, Performance: Bandwidth and Latency, Delay and bandwidth, product, High- Speed Network, Application Performance Needs., , LONERE, , [Unit 2] LAN Technologies, [7 Hours], X5, Frame relay, ATM, Ethernet (802.3), FDDI, Token Rings, Resilient Packet Rings, Wireless LANs: Wi-Fi, (802.11), Cell Phone Technologies, Broadband Wireless: Wi-MAX (802.16), Bluetooth (802.15.1), RFID., [Unit 3] Data Link Layer, [7 Hours], Data Link Layer Design Issues: Service provided to network layer Framing, Error Control, Flow Control,, Error Detection and Correction: error correcting codes, error detecting codes., [Unit 4] Network Layer and Congestion Control, [7 Hours], IPv4/IPv6, Routers and Routing Algorithms distance vector link state. TCP UDP and sockets, General, principles, Congestion prevention policies, Load shading, Jitter control, Quality of service: Packet scheduling,, Traffic shaping, integrated Services., [Unit 5] Application Layer Protocols, [7 Hours], DNS, SMTP, POP, FTP, HTTP. Network Security: Authentication, Basics of public key and private key, cryptography, digital signatures and certificates, firewalls., Text Book:, 1. A. Tanenbaum, Computer Networks, PHI Publication, 5th Edition, 2011., Reference Books:, 1. B. Forouzan, Data Communications and Networking, McGraw Hill Publication, 5th Edition,, 2013., 2. Larry Peterson and Bruce Davie, Computer Networks: A Systems Approach, Morgan Kufman, Publication, 5th Edition, 2012., 3. S. Keshav, An Engineering Approach to Computer Networking, Addison-Wesley Professional., 4. D. Comer, Computer Networks and Internet, Pearson Education, 6th Edition, 2014., 5. M. Gallo, W. Hancock, Computer Communications and Networking Technologies,, Brooks/Cole Publisher, 2001., 6. Natalia Olifer, Victor Olifer, Computer Networks: Principles, Technologies and Protocols for, Network Design, Wiley Publication, 2005., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 49

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC603: Machine Learning, [Unit 1], [7 Hours], Basic definitions, types of learning, hypothesis space and inductive bias, evaluation, cross-validation, Linear, regression, Decision trees, over fitting, Instance based learning, Feature reduction, Collaborative filtering, based recommendation, , LONERE, , [Unit 2], [7 Hours], Probability and Bayes learning, Logistic Regression, Support Vector Machine, Kernel function and Kernel, SVM., [Unit 3], Perceptron, multilayer network, back propagation, introduction to deep neural network., , [7 Hours], , [Unit 4], [7 Hours], Computational learning theory, PAC learning model, Sample complexity, VC Dimension, Ensemble learning., [Unit 5], Clustering k-means, adaptive hierarchical clustering, Gaussian mixture model., , [7 Hours], , Text Book:, 1. Tom Mitchell, Machine Learning, First Edition, McGraw Hill, 1997., Reference Books:, 1. Ethem Alpaydin, Introduction to Machine Learning, 2nd Edition,, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 50

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE604 (A): Geographic Information System, [Unit 1], [6 Hours], What is Geographic Information Systems?, Different components of GIS, Different types of vector data,, Raster data models and their types TIN data model., , LONERE, , [Unit 2], [6 Hours], Advantages and disadvantages associated with vector, raster and TIN Non-spatial data attributes and their, type Raster data compression techniques Different raster data file formats spatial database systems and their, types., [Unit 3], [6 Hours], Pre-processing of spatial datasets Different map projections, Spatial interpolation techniques Different types, of resolutions Digital Elevation Model (DEM)., [Unit 4], Quality assessment of freely available DEMS GIS analysis-1, , [6 Hours], , [Unit 5], GIS analysis-2 and applications Errors in GIS Key elements of maps., , [6 Hours], , Text Book:, 1. Ian Heywood, Sarah Cornelius and Steve Carver, An Introduction to Geographical, Information Systems (4th Edition) 2012., Reference Books:, 1. Chang Kang-tsung (Karl), Introduction to Geographic Information Systems, 2006, 2. Tor Bernhardsen Geographic Information Systems: An Introduction, May 2002, NPTEL Course:, 1. Dr. Arun K. Saraf, Introduction to Geographical Information System, IIT Roorkee., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 51

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE604 (B): Internet of Things, [Unit 1] IoT Introduction, LONERE, , [7 Hours], Genesis of IoT, IoT and Digitization, IoT Impact, Convergence of IT and IoT, IoT Challenges, IoT Network, Architecture and Design, Drivers Behind New Network Architectures, Comparing IoT Architectures, A, Simplified IoT Architecture, The Core IoT Functional Stack, IoT Data Management and Compute Stack., [Unit 2] Smart Objects, [7 Hours], The ―Things‖ in IoT, Sensors, Actuators, and Smart Objects, Sensor Networks, Connecting Smart Objects,, Communications Criteria, IoT Access Technologies., [Unit 3] IP Layer, [7 Hours], IP as the IoT Network Layer, The Business Case for IP, The need for Optimization, Optimizing IP for IoT,, Profiles and Compliances, Application Protocols for IoT, The Transport Layer, IoT Application Transport, Methods., [Unit 4] Data and Analytics for IoT, [7 Hours], An Introduction to Data Analytics for IoT, Machine Learning, Big Data Analytics Tools and Technology,, Edge Streaming Analytics, Network Analytics, Securing IoT, A Brief History of IoT Security, Common, Challenges in IoT Security, Formal Risk Analysis Structures: OCTAVE and FAIR, The Phased Application, of Security in an Operational Environment, [Unit 5] IoT Physical Devices and Endpoints, [7 Hours], Building iot with Arduino: Arduino–Interfaces-Arduino IDE–Programming, RaspberryPi: Introduction to, RaspberryPi, About the RaspberryPi Board: Hardware Layout, Operating Systems on RaspberryPi,, Configuring RaspberryPi, Programming RaspberryPi with Python, Wireless Temperature Monitoring System, Temperature Sensor, Connecting Raspberry Pi via SSH, Accessing Temperature from sensors, Remote access, to RaspberryPi, Smart and Connected Cities, An IoT Strategy for Smarter Cities, Smart City IoT Architecture,, Smart City Security Architecture, Smart City Use-Case Examples., Text Book:, 1. David Hanes, Gonzalo Salgueiro, Patrick Grossetete, Robert Barton, Jerome Henry, "IoT, Fundamentals: Networking Technologies, Protocols, and Use Cases for the Internet Things‖,, 1st Edition, Pearson Education., Reference Books:, 1. Srinivasa K G, ―Internet of Things‖, CENGAGE Leaning India, 2017., 2. Vijay Madisetti and Arshdeep Bahga, ―Internet of Things (A Hands-on-Approach)‖, 1st, Edition, VPT, 2014., 3. Raj Kamal, ―Internet of Things: Architecture and Design Principles‖, 1st Edition, McGraw Hill, Education, 2017., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 52

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE604 (C): Embedded Systems, [Unit 1], , [7 Hours], , LONERE, Introduction: Embedded system overview, Design challenge, Processor technology, IC technology, Design, , technology, Custom single processor technology, Hardware-combinational logic, Sequential logic, Custom, single purpose processor design, RT-level custom single purpose processor design, Optimizing custom single, purpose processors., [Unit 2], [7 Hours], General purpose processor Software: Basic architecture, Operation, Programmers view, Development, environment, Application specific instruction set processor, Selecting a microprocessor, General purpose, processor design. Introduction, ARM7TDMI-S processor, Block diagram, Memory mapping, Memory, accelerator module., [Unit 3], [7 Hours], System control: Pin description, Register description, Crystal oscillator, External interrupt inputs, Other, system controls, Memory mapping control, Phase locked loop, Power control, Reset, APB divider, Wakeup, timer. GPIO: GPIO register map, Timer-TIMER / COUNTER0 and TIMER / COUNTER1 register map,, Example timer operation, Architecture., [Unit 4], [7 Hours], UART: UART0/1 - UART0/1 register map, UART0/1 baud rate, UART0/1 auto-baud, UART0/1 block, diagram. Serial peripheral interface: SPI data transfers, SPI pin description, SPI register map, SPI block, diagram; I2C-bus interface: I2C bus configuration, I2C operating modes, I2C Bus serial interface block, diagram, Summary of I2C registers., [Unit 5], [7 Hours], Introduction, Process scheduling, Examples of RTOS, Microprocessor and microcontroller based system, design, typical design examples, system design and simulation using simulation software such as Proteus, VSM. Digital Camera Example Introduction, Introduction to a Simple Digital Camera; User‘s Perspective,, Designer‘s perspective requirements specification non functional requirements, Informal functional, specification, refined functional specification., Text Book:, 1. Frank Vahid ―Embedded System Design- A Unified system Hardwar/Software Introduction‖, (3rd, Edition, John Wiley India) ISBN 978-81-265-0837-2., Reference Books:, 1. LPC 214x User manual (UM10139):- www.nxp.com.., 2. Andrew N. Sloss, Dominic Symes and Chris Wright ―ARM System Developer‘s Guide –, Designing and Optimizing System Software‖, (Elsevier) ISBN: 1-55860-874-5., 3. LPC 17xx User manual (UM10360) :- www.nxp.com, 4. ARM architecture reference manual : - www.arm.com, 5. Steve Furber ―An Engineer‘s Introduction to the LPC2100 series‖ Trevor Martin (Hitex (UK), Ltd.).―ARM System-on-Chip Architecture‖ (2nd Edition, Addison-Wesley Professional)ISBN13: 9780201403527, Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 53

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTHM605 (A): Development Engineering, LONERE, , [Unit 1], Introduction, Various Definitions of Development Engineering., , [7 Hours], , [Unit 2], [7 Hours], World Poverty and Development, Poverty in the India, Sustainable Development, Culture and Global, Competence, The Engineer‘s Role., [Unit 3], Social Justice, Social Justice and Engineering, Religious Perspectives, Secular Perspectives., , [7 Hours], , [Unit 4], [7 Hours], Development Strategies: Society, Technological Change, and Development, Development Economists‘, Perspectives, Global Health Perspective, International Education Perspective, Social Business Perspectives., [Unit 5], [7 Hours], Engineering for Sustainable Community Development: The Engineer as a Helper Participatory Community, Development, Teamwork and Project Management, Community Assessment: Learning About a Community,, Project Selection, Humanitarian Technology, Participatory Technology Development, Humanitarian STEM, Education. ICT for Development, AI for Humanitarian purposes, Blockchain and Social Development., , Text Book:, 1. Kevin M. Passino, Humanitarian Engineering: Advancing Technology for Sustainable, Development., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 54

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTHM605 (B): Employability and Skill Development, LONERE, , [Unit 1] Soft Skills & Communication basics:, [7 Hours], Soft skills Vs hard skills, Skills to master, Interdisciplinary relevance, Global and national perspectives on, soft skills, Resume, Curriculum vitae, How to develop an impressive resume, Different formats of resume, Chronological, Functional, Hybrid, Job application or cover letter, Professional presentation- planning,, preparing and delivering presentation, Technical writing., [Unit 2] Arithmetic and Mathematical Reasoning and Analytical Reasoning and Quantitative Ability:, [7 Hours], Aspects of intelligence, Bloom taxonomy, multiple intelligence theory, Number sequence test, mental, arithmetic (square and square root, LCM and HCF, speed calculation, reminder theorem)., Matching, Selection, Arrangement, Verifications (Exercises on each of these types). Verbal aptitude, (Synonym, Antonym, Analogy)., [Unit 3] Grammar and Comprehension:, [7 Hours], English sentences and phrases, Analysis of complex sentences, Transformation of sentences, Paragraph, writing, Story writing, Reproduction of a story, Letter writing, précis writing, Paraphrasing and e-mail, writing., [Unit 4] Skills for interviews:, [7 Hours], Interviews- types of interviews, preparatory steps for job interviews, interview skill tips, Group discussionimportance of group discussion, types of group discussion, difference between group discussion, panel, discussion and debate, personality traits evaluated in group discussions, tips for successful participation in, group discussion, Listening skills- virtues of listening, fundamentals of good listening, Non-verbal, communication-body movement, physical appearance, verbal sounds, closeness, time., [Unit 5] Problem Solving Techniques:, [7 Hours], Problem solving model: 1. Define the problem, 2. Gather information, 3. Identify various solution, 4. Evaluate, alternatives, 5. Take actions, 6. Evaluate the actions., Problem solving skills: 1. Communicate. 2. Brain storming, 3. Learn from mistakes., Text Book:, 1. R. Gajendra Singh Chauhan, Sangeeta Sharma, ―Soft Skills- An integrated approach to maximize, personality‖, ISBN: 987-81-265-5639-7, First Edition 2016, Reference Books:, 1. Wiley Wren and Martin, "English grammar and Composition", S. Chand publications., 2. R. S. Aggarwal, "A modern approach to verbal reasoning", S. Chand publications., 3. Philip Carter, "The Complete Book of Intelligence Test", John Willey & Sons Ltd., 4. Philip Carter, Ken Russell, "Succeed at IQ test", Kogan Page., 5. Eugene Ehrlich, Daniel Murphy, "Schaum;s Outline of English Grammar", McGraw Hills., 6. David F. Beer, David A. McMurrey, ―A Guide to Writing as an Engineer‖, ISBN: 978- 1-11830027-5 4th Edition, 2014, Wiley., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 55

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTHM605 (C): Consumer Behavior, [Unit 1], , [7 Hours], , LONERE, Introduction to the Study of Consumer Behavior: Defining Consumer Behavior, Scope and Application of, , Consumer Behavior, Why Study Consumer Behavior, Evolution of Consumer Behavior as a Field Of Study, and its relationship with Marketing: Behavioral Dimension, The Interdisciplinary Nature of Consumer, Behavior. Market Research and Consumer Behavior, Relevance of Market Research with Consumer, Behavior, Approaches to Consumer Behavior Research, Quantitative Research, Qualitative Research., [Unit 2], [7 Hours], Market Segmentation and Positioning, Market Segmentation, Basis for Segmentation, Alternatives available, for Segmentation, Positioning. The Consumer Decision Making Process: Buying Motives, Buying Roles,, Consumer Decision Making Process, Levels of Consumer Decision Making, Perspectives to Consumer, Decision Making, Consumer Decision Making Process., [Unit 3], [7 Hours], Models of Consumer Behavior: The Economic model, Learning model, Psychoanalytic model, The, sociological model. The Howard Sheth model of Buying Behaviour, The Nicosia model, The Engel - Kollat Blackwell Model, Engel, Blackwell and Miniard (EBM) model., [Unit 4], [7 Hours], Psychological Influences on Consumer Decision Making: Consumers Needs & Motivation, Emotions and, Mood, Consumer Involvement, Consumer Learning, Personality, Self-concept and Self-image, Consumer, Perception, Risk and Imagery. Consumer Attitude: Belief, Affect, Attitude and Intention, Attitude Formation, and Attitude Change, Consumer Communication. Sociological Influences on Consumer Decision Making:, Consumer groups, Consumer reference groups, Family and Life cycle, Social class and mobility, lifestyle, analysis, Culture; Sub-Culture, Cross Culture, Interpersonal Communication and influence, Opinion, Leadership., [Unit 5], [7 Hours], Diffusion of innovation Diffusion Process, Adoption Process, Consumer Innovators, Multiplicative innovation, adoption (MIA) model. Organizational Buying: Differences between Industrial Markets and Consumer, Markets, Differences between Organizational and Consumer Buying, Buying Decisions in Organizational, Buying Process, Types of Decision Making, Organization Buyer's Decision Making Process, and Factors, influencing Organizational Buying Behaviour, Decision Makers in Organizational Buying, Webster and Wind, model of Organizational buying behaviour, The Sheth model of Industrial buying, The Sheth model of, Industrial buying Consumer Behavior Analysis and Marketing Strategy: Consumer Behavior and Product, Strategy, Consumer Behavior and Pricing Strategy, Consumer Behavior and Distribution Channel Strategy,, Consumer Behavior and Promotion Strategy., Text Book:, 1. Consumer Behavior, Schiffman, L.G. and Kanuk L.L., Prentice Hall, India., Reference Books:, 1. Consumer Behavior, Concepts and Applications, Loudon, D.L. and Bitta, A.J.D, Tata, McGraw Hill., 2. Consumer Behavior and Marketing Startegy, Peter, J.P. and Olson, J.C., Schiffman, L.G. and, Kanuk L.L., Prentice Hall, India., Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 56

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOL606: Competitive Programming, [Unit 1], , [7 Hours], , LONERE, Introduction: Online Judge The Programming Challenges Robot Judge, Understanding Feedback From the, , Judge, Choosing Programming Languages, Reading Our Programs, Standard Input/Output, Programming, Hints, Elementary Data Types., Challenging Problems, (1) The 3n + 1 Problem (2) Minesweeper (3) The Trip, (4) LCD Display (5) Graphical Editor (6) Interpreter, (7) Check the Check (8) Australian Voting., [Unit 2], [7 Hours], Elementary Data Structures: Data Structures: Elementary Data Structures, Stacks, Dictionaries, Priority, Queues Sets, Object Libraries, The C++ Standard Template Library, The Java java.util Package, Program, Design Example: Going to War, Hitting the Dec, String Input/Output, Winning the War, Testing and, Debugging., Challenging Problems, (1) Jolly (2) Poker Hands (3) Hartals (4) Crypt Kicker (5) Stack ‘em Up (6) Erd¨os Numbers (7) Contest, Scoreboard (8) Yahtzee., [Unit 3], [7 Hours], Strings: Character Codes, Representing Strings, Program Design Example: Corporate Renamings, Searching, for Patterns, Manipulating Strings, Completing the Merger, String Library Functions., Challenging Problems, (1) WERTYU (2) Where‘s Waldorf? (3) Common Permutation (4) Crypt Kicker II (5) Automated Judge, Script (6) File Fragmentation (7) Doublets (8) Fmt, [Unit 4], [7 Hours], Sorting: Sorting, Sorting Applications Sorting Algorithms, Program Design Example: Rating the Field,, Sorting Library Functions, Rating the Field., Challenging Problems, (1) Vito‘s Family (2) Stacks of Flapjacks (3) Bridge (4) Longest Nap (5) Shoemaker‘s Problem (6) CDVII (7), Shell Sort (8) Football., [Unit 5], [8 Hours], Arithmetic and Algebra: Machine Arithmetic, Integer Libraries, High-Precision Integers, High-Precision, Arithmetic, Numerical Bases and Conversion, Real Numbers, Dealing With Real Numbers, Fractions,, Decimals, Algebra, Manipulating Polynomials, Root Finding, Logarithms, Real Mathematical Libraries., Challenging Problems, (1) Primary Arithmetic (2) Reverse and Add (3) The Archeologist‘s Dilemma (4) Ones (5) A Multiplication, Game (6) Polynomial Coefficients (7) The Stern-Brocot Number System (8) Pairsumonious Numbers., Combinatorics: Basic Counting Techniques, Recurrence Relations, Binomial Coefficients, Other Counting, Sequences, Recursion and Induction Problems., Challenging Problems, (1) How Many Fibs? (2) How Many Pieces of Land? (3) Counting (4) Expressions (5) Complete Tree, Labeling (6) The Priest Mathematician (7) Self-describing Sequence (8) Steps, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 57

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOL606: Machine Learning Laboratory, LONERE, As a part of lab exercises for Machine Learning Laboratory, it is suggested that the student should get hands-, , on experience by solving data analysis problems available on Machine Learning competition platforms such, as Hacker Earth and Kaggle. Some of the suggestive list of problem solving is given below. Knowledge of R, programming or Python is required to solve these problems, students get this prerequisite in Second Year., 1 Regression Analysis and Plot interpretation., 2 Logistic Regression Analysis in R., 3 Random Forest and Parameter Tuning in R., 4 Clustering Algorithms and Evaluation in R., 5 Machine Learning Project in Python on Hourse Prices Data., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 59

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOC701: Artificial Intelligence, LONERE, , [Unit1] Introduction, [7 Hours], What Is AI? The Foundations of Artificial Intelligence, the History of Artificial Intelligence, the State of the, Art. Intelligent Agents: Agents and Environments Good Behavior: The Concept of Rationality, The Nature of, Environments, The Structure of Agents., [Unit2]Problem-solving, [7 Hours], Solving Problems by Searching, Problem-Solving Agents, Example Problems, Searching for Solutions,, Uninformed Search Strategies, Informed (Heuristic) Search Strategies, Heuristic Functions, Defining, Constraint Satisfaction Problems, Constraint Propagation: Inference in CSPs, Backtracking Search for CSPs,, Local Search for CSPs, The Structure of Problems. Adversarial Search, Games, Optimal Decisions in Games,, Alpha–Beta Pruning., [Unit 3]Knowledge & Reasoning, [7 Hours], Knowledge representation issues, Representation & mapping, Approaches to knowledge representation, Issues, in knowledge representation. Using predicate logic: Representing simple fact in logic, Representing instant &, ISA relationship, Computable functions & predicates, Resolution, Natural deduction. Representing knowledge, using rules: Procedural verses declarative knowledge, Logic programming, Forward verses backward, reasoning, Matching, Control knowledge., [Unit 4]Probabilistic Reasoning [7 Hours], Representing knowledge in an uncertain domain, The semantics of Bayesian networks, Dempster-Shafer, theory, Fuzzy sets & fuzzy logics,, Planning: Overview, Components of a planning system, Goal stack planning, Hierarchical planning and other, planning techniques., [Unit5]Natural Language processing:, [7 Hours], Introduction, Syntactic processing, Semantic analysis, Discourse & pragmatic processing., Learning: Forms of learning, Inductive learning, Learning decision trees, explanation based learning,, Learning using relevance information, Neural net learning & genetic learning. Expert Systems: Representing, and using domain knowledge, Expert system shells and knowledge acquisition., Text Book:, 1. Rich, E. and Knight K.: Artificial Intelligence, Tata McGraw- Hill, Reference Books:, 1. Peter Norvig, Artificial Intelligence: A Modern Approach, Third Edition., 2. Ivan Bratko, Prolog Programming for Artificial Intelligence, Addison-Wesley., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 60

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , LONERE, , BTCOE702 Cloud Computing, , [Unit 1] Introduction, [7 Hours], Definition and evolution of Cloud Computing, Enabling Technologies, Service and Deployment Models,, Popular Cloud Stacks and Use Cases, Benefits, Risks, and Challenges of Cloud Computing, Economic, Models and SLAs, Topics in Cloud Security., [Unit 2] Cloud Infrastructure, [7 Hours], Historical Perspective of Data Centres, Data centre Components: IT Equipment and Facilities, Design, Considerations: Requirements, Power, Efficiency, & Redundancy, Power Calculations, PUE and Challenges, in Cloud, Data Centres, Cloud Management and Cloud Software Deployment Considerations., [Unit 3] Virtualization, [7 Hours], Virtualization (CPU, Memory, I/O) Case Study: Amazon EC2, Software Defined Networks (SDN). Software, Defined Storage (SDS)., [Unit 4] Cloud Storage, [7 Hours], Introduction to Storage Systems, Cloud Storage Concepts, Distributed File Systems (HDFS, CephFS), Cloud, Databases (HBase, MongoDB, Cassandra, DynamoDB),, [Unit 5] Cloud Object Storage, Cloud Object Storage (Amazon S3, Open Stack Swift, Ceph)., , [6 Hours], , Text Book:, 1. Rajkumar Buyya, James Broberg, Andrzej M. Goscinski, Cloud Computing: Principles and, Paradigms, Wiley, 2011., Reference Books:, 1. Gautam Shroff, Enterprise Cloud Computing - Technology, Architecture, Applications;, Cambridge University Press, 2010., 2. Barrie Sosinsky, Cloud Computing Bible, Wiley-India, 2010., 3. Ronald L. Krutz, Russell Dean Vines, Cloud Security: A Comprehensive Guide to Secure, Cloud Computing, Wiley-India, 2010., 4. Anthony T. Velte, Toby J. Velte and Robert E, Cloud Computing – A Practical Approach, TMH,, 2010, NPTEL Course:, 1. Cloud Computing, Prof. Soumya Kanti Ghosh, Department of Computer Science and, Engineering, IIT Kharagpur., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 61

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE703 (A): Bioinformatics, LONERE, , [Unit 1] Introduction to Bioinformatics, [6 Hours], The Brain of Biotechnology Evolutionary Biology Origin & History of Bioinformatics Origin of, Bioinformatics/Biological Databases Importance of Bioinformatics Use of Bioinformatics Basics of, Molecular Biology Definitions of Fields Related to Bioinformatics Applications. Biological Databases:, Introduction Categories of Biological Databases The Database Industry Classification of Biological Databases, The Creation of Sequence Databases Bioinformatics Programs and Tools Bioinformatics Tools Application of, Programmes in Bioinformatics., [Unit 2] Genomics & Proteomics, [7 Hours], DNA, Genes and Genomes DNA Sequencing Genome Mapping Implications of Genomics for Medical, Science Proteomic Application of Proteomics to Medicine Difference between Proteomics and Genomics, Protein Modeling. Sequence Alignment: Introduction Pairwise Sequence Alignment Sequence Alignment, (MSA) Substitution Matrices Two Sample Applications., [Unit 3] Phylogenetic Analysis, [7 Hours], Introduction Fundamental Elements of Phylogenetic Models Tree Interpretation Importance of Identifying, Paralogs and Orthologs Phylogenetic Data Analysis Alignment Building the Data Model Determining the, Substitution Model Tree-Building Methods Tree Evaluation. Microarray Technology: A Boon to Biological, Sciences Introduction to Microarray Microarray Technique Potential of Microarray Analysis Microarray, Products Microarray Identifying Interactions Applications of Microarrays., [Unit 4] Bioinformatics in Drug Discovery, [6 Hours], A Brief Overview Introduction Drug Discovery Informatics and Medical Sciences Bioinformatics and, Medical Sciences Bioinformatics in Computer-Aided Drug Design Bioinformatics Tools., [Unit 5] Human Genome Project, [6 Hours], Human Genome Project: Introduction Human Genome Project Genome Sequenced in the Public (HGP) and, Private Project Funding for Human Genome Sequencing DNA Sequencing Bioinformatics Analysis: Finding, Functions Insights Learned from the Human DNA Sequence Future Challenges., Text Book:, 1. S. C. Rastorgi et al, Bioinformatics Concepts Skills and Applications; 2nd Edition, CBS, Publishers & Distributors., NPTEL Course:, 1. Prof. M. Michael Gromiha, Algorithms and Applications., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 62

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE703 (B): Distributed Systems, [Unit1]Introduction, LONERE, , [7 Hours], Introduction to Distributed Computing System, Evolution of Distributed Computing System, Distributed, Computing System models, Distributed Computing System Gaining Popularity, Distributed Operating, System, Introduction to Distributed Computing Environment (DCE), Desirable Features of a Good MessagePassing System, Issues in IPC by Message-Passing, Synchronization, Buffering, Multidatagram message,, Encoding and Decoding of message data, Process addressing, Failure Handling, Group Communication, Case, Study: BSD UNIX IPC Mechanism., [Unit 2] Remote Procedure Calls, [7 Hours], RPC model, Transparency of RPC, Implementing RPC Mechanism, Stub Generation, RPC messages,, Marshaling arguments and Results, Server Management, Parameter Passing Semantics, Call Semantics,, Communication Protocols for RPCs, Complicated RPCs, Client- Server Binding, Exception Handling,, Security, Some Special Types of RPCs, Case studies: Sun RPC, DCE, RPC., [Unit 3] Distributed Shared Memory, [6 Hours], General Architecture of DSM Systems, Design and Implementation Issues of DSM, Granularity, Structure of, Shared Memory Space, Consistency Models, Replacement Strategy, Thrashing, Other Approaches to DSM,, Heterogeneous DSM, Advantages of Synchronization: Clock Synchronization, Event Ordering, Mutual, Exclusion, Deadlock, Election Algorithms., [Unit 4] Resource Management And Process Management, [6 Hours], Desirable Features of a Good Global Scheduling Algorithm, Task assignment Approach, Load-Balancing, Approach, load Sharing Approach, Process Migration, Threads., [Unit 5] Distributed File System, [6 Hours], Desirable Features of a Good Distributed File System, File Models, File Accessing Models, File Sharing, Semantics, File Caching Schemes, File Replication, Fault Tolerance, Atomic Transactions, Design Principles,, Case Study: DCE Distributed File Service., Text Book:, 1. P. K. Sinha, Distributed Operating System, PHI Publication, Reference Books:, 1. Colorouis, Distributed Systems, Addison Wesley Publication., 2. M. L. Liu, Distributed Computing: Principles and Applications, Addison-Wesley, 2004., NPTEL Course:, 1. Distributed Systems, Prof. Rajiv Mishra, IIT Patna., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 63

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE703 (C): Big Data Analytics, LONERE, , [Unit 1] Introduction to Big Data, , [6 Hours], , Why Big Data and Where did it come from?, Characteristics of Big, Challenges and applications of Big Data,, Enabling Technologies for Big Data, Big Data Stack, Big Data distribution packages., [Unit 2] Big Data Platforms, , [7 Hours], , Overview of Apache Spark, HDFS, YARN, MapReduce, MapReduce Programming Model with Spark,, MapReduce Example: Word Count, Page Rank etc, CAP Theorem, Eventual Consistency, Consistency TradeO-s, ACID and BASE, Zookeeper and Paxos, Cassandra, Cassandra Internals, HBase, HBase Internals., [Unit 3] Big Data Streaming Platforms, , [6 Hours], , Big Data Streaming Platforms for Fast Data, Streaming Systems, Big Data Pipelines for Real-Time, computing, Spark Streaming, Kafka, Streaming Ecosystem., [Unit 4] Big Data Applications, , [6 Hours], , Overview of Big Data Machine Learning, Mahout, Big Data Machine learning Algorithms in Mahoutkmeans, Naive Bayes etc. Machine learning with Spark, Machine Learning Algorithms in Spark, Spark, MLlib, Deep Learning for Big Data, Graph Processing: Pregel, Giraph, Spark GraphX., [Unit 5] Database for the Modern Web, , [7 Hours], , Introduction to mongoDB key features, Core server tools, MongoDB through the JavaScript‘ sshell, Creating, and querying through Indexes, Document-oriented, principles of schema design, Constructing queries on, databases, collections and documents, MongoDB query language., Text Book:, 1. Bart Baesens ―Analytics in a Big Data World: The Essential Guide to Data Science and, its Applications‖, Wiley and SAS Business Series., Reference Books:, 1. Rajkumar Buyya, Rodrigo N. Calheiros, Amir M Vahid Dastjerdi, Morgan Kaufmann, ―Big, Data Principals and Paradiagram‖, Elsevier, ISBN: 978-0-12-805394-2, 2. Kyle Banker, Peter Bakkum and Shaun Verch, ―MongoDB in Action‖, 2nd Edition Dream, tech Press, ISBN: 978-9351199359., 3. Anand Rajaraman, Jeffrey D. Ullman, ―Mining of Massive Datasets‖, 3rd edition,, Cambridge University Press, 4. Sima Acharya, Subhashini Chhellappan, ―BIG Data and Analytics‖, ,Willey publication,, ISBN: 978-8126554782., NPTEL COURSE:, 1. Big Data Computing by Prof. Rajiv Misra, Dept. of Computer Science and Engineering,, IIT Patna, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 64

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE704 (A): Cryptography & Network Security, , LONERE, , [Unit 1], , [6 Hours], , Introduction and Mathematical Foundations: Introduction, Overview on Modern Cryptography, Number, Theory, Probability and Information Theory. Classical Cryptosystems: Classical Cryptosystems, Cryptanalysis of Classical Cryptosystems, Shannon‘s Theory., [Unit 2], , [6 Hours], , Symmetric Key Ciphers: Symmetric Key Ciphers, Modern Block Ciphers (DES), Modern Block Cipher, (AES).Crypt-analysis of Symmetric Key Ciphers: Linear Crypt-analysis, Differential Crypt-analysis, other, Crypt-analytic Techniques, Overview on S-Box Design Principles, Modes of operation of Block Ciphers., [Unit 3], , [6 Hours], , Stream Ciphers and Pseudo-randomness: Stream Ciphers, Pseudo-random functions. Hash Functions and, MACs: Hash functions: The Merkle Damgard Construction, Message Authentication Codes (MACs)., [Unit 4], , [6 Hours], , Asymmetric Key Ciphers: Construction and Crypt-analysis: More Number Theoretic Results, The RSA, Cryptosystem, Primality Testing, Factoring Algorithms, Other attacks on RSA and Semantic Security of RSA,, The Discrete Logarithm Problem (DLP) and the Diffie-Hellman Key Exchange algorithm, The ElGamal, Encryption Algorithm, Crypt-analysis of DLP., [Unit -5], [6 Hours], Digital Signatures: Signature schemes: I, Signature schemes: II. Modern Trends in Asymmetric Key, Cryptography: Elliptic curve based cryptography: I, Elliptic curve based cryptography: II. Network Security:, Secret Sharing Schemes, A Tutorial on Network Protocols, Kerberos, Pretty Good Privacy (PGP), Secure, Socket Layer (SSL), Intruders and Viruses, Firewalls., , Text Book:, 1. Douglas Stinson, "Cryptography Theory and Practice", 2nd Edition, Chapman & Hall/CRC., Reference Books:, 1., 2., 3., 4., 5., 6., 7., 8., 9., , B. A. Forouzan, "Cryptography & Network Security", McGraw Hill Publication., William Stallings, "Cryptography and Network Security", Pearson Education., Dr. B. B. Meshram, TCP/IP & Network Security, SPD Publication., Wenbo Mao, "Modern Cryptography, Theory & Practice", Pearson Education., Hoffstein, Pipher, Silvermman, "An Introduction to Mathematical Cryptography", Springer., Alang.Konheim, Computer Security and Cryptography, Wiley Publication., A. Joux, "Algorithmic Crypt-analysis", CRC Press., S. G. Telang, "Number Theory", McGraw Hill., Matt Bishop, "Computer Security", Pearson Education., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 65

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE704 (B): Business Intelligence, [Unit 1] Business Intelligence Introduction, [6 Hours], LONERE, Definition, Leveraging Data and Knowledge for BI, BI Components, BI Dimensions, Information Hierarchy,, Business Intelligence and Business Analytics, BI Life Cycle. Data for BI – Data Issues and Data Quality for, BI., [Unit 2] BI Implementation, [6 Hours], Key Drivers, Key Performance Indicators and operational metrics, BI Architecture/Framework, Best, Practices, Business Decision Making. Business Analytics: Objective Curve, Web Analytics and Web, Intelligence, Customer Relationship Management., [Unit 3] Business/Corporate Performance Management, [6 Hours], Dash Boards and Scorecards, Business Activity Monitoring, Six Sigma. Advanced BI: Big Data and BI,, Social Networks, Mobile BI, emerging trends. Working with BI Tools: Overview of managerial, strategic and, technical issues associated with Business Intelligence and Data Warehouse design, implementation, and, utilization. Critical issues in planning, physical design process, deployment and ongoing maintenance., [Unit 4] Data Warehousing (DW), [6 Hours], Data Warehousing (DW): Introduction & Overview; Data Marts, DW architecture – DW components,, Implementation options; Meta Data, Information delivery. ETL: Data Extraction, Data Transformation –, Conditioning, Scrubbing, Merging, etc., Data Loading, Data Staging, Data Quality., [Unit 5] Dimensional Modeling, [6 Hours], Dimensional Modeling: Facts, dimensions, measures, examples; Schema Design – Star and Snowflake, Fact, constellation, slow changing Dimensions. OLAP: OLAP Vs OLTP, Multi-Dimensional Databases (MDD);, OLAP – ROLAP, MOLAP, HOLAP; Data Warehouse Project Management: Critical issues in planning,, physical design process, deployment and ongoing maintenance., Text Book:, , 1. Efraim Turban, Ramesh Sharda, Jay Aronson, David King, Decision Support and Business, Intelligence Systems, 9th Edition, Pearson Education, 2009, Reference Books:, 1. David Loshin, Business Intelligence – The Savy Manager's Guide Getting Onboard with, Emerging IT, Morgan Kaufmann Publishers, 2009., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 66

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE705 (A): Virtual Reality, LONERE, [Unit 1] Introduction to Virtual Reality, , [6 Hours], Virtual Reality and Virtual Environment: Computer graphics, Real time computer graphics, Flight Simulation,, Virtual environment requirement, benefits of virtual reality, Historical development of VR, Scientific, Landmark 3D Computer Graphics: The Virtual world space, positioning the virtual observer, the perspective, projection, human vision, stereo perspective projection, 3D clipping, Colour theory, Simple 3D modelling,, Illumination models, Reflection models, Shading algorithms, Radiosity, Hidden Surface Removal, RealismStereographic image., [Unit 2] Geometric Modelling, [6 Hours], From 2D to 3D, 3D space curves, 3D boundary representation Geometrical Transformations: Frames of, reference, Modelling transformations, Instances, Picking, Flying, Scaling the VE, Collision detection Generic, VR system: Virtual environment, Computer environment, VR technology, Model of interaction, VR Systems., [Unit 3] Virtual Environment, [6 Hours], Animating the Virtual Environment: The dynamics of numbers, Linear and Nonlinear interpolation, the, animation of objects, linear and non-linear translation, shape & object in betweening, free from deformation,, particle system., [Unit 4] Physical Simulation, [4 Hours], Objects falling in a gravitational field, Rotating wheels, Elastic collisions, projectiles, simple pendulum,, springs, Flight dynamics of an aircraft., [Unit 5] VR Hardware and Software, [6 Hours], Human factors: The eye, the ear, the somatic senses. VR Hardware: Sensor hardware, Head-coupled displays,, Acoustic hardware, Integrated VR systems. VR Software: Modelling virtual world, Physical simulation, VR, toolkits, Introduction to VRML., VR Applications: Engineering, Entertainment, Science, Training. The Future: Virtual environment, modes of, interaction, Text Book:, 1. John Vince, ―Virtual Reality Systems ―, Pearson Education Asia, 2007., Reference Books:, 1. Anand R., ―Augmented and Virtual Reality‖, Khanna Publishing House, Delhi., 2. Adams, ―Visualizations of Virtual Reality‖, Tata McGraw Hill, 2000., 3. Grigore C. Burdea, Philippe Coiffet, ―Virtual Reality Technology‖, Wiley Inter Science, 2nd, Edition, 2006., 4. William R. Sherman, Alan B. Craig, ―Understanding Virtual Reality: Interface, Application, and Design‖, Morgan Kaufmann, 2008., 5. www.vresources.org, 6. www.vrac.iastate.edu, 7. www.w3.org/MarkUp/VRM, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 68

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOE705 (C): Design Thinking, LONERE, [Unit 1] Overview of Design Thinking Process, , [6 Hours], Design Thinking Process: Business context of innovation for applying design thinking, two models of design, thinking, phases of design thinking, correlation with other philosophies. Introduction to design thinking:, Definition, Origin of design thinking, Importance of design thinking, Design vs. Design thinking, Problem, solving, Understanding design thinking and its process model, Design thinking tools. Human-Centered Design, (HCD) process - Empathize, Define, Ideate, Prototype and Test and Iterate or Empathize, Analyze, Solve and, Test., [Unit 2] Empathize, [5 Hours], Design thinking phases, How to emphasize, Role of empathy in design thinking, purpose of empathy maps,, Things to be done prior to empathy mapping, creation of user personas, customer journey mapping, How, might we questions., [Unit 3] Analyze or Define, [5 Hours], Root cause analysis, conflict of interest, perspective analysis, big picture thinking through system operator,, big picture thinking through function modeling Silent brainstorming, metaphors for ideation, CREATE and, What-If tool for ideation, introduction to TRIZ, Inventive principles and their applications., [Unit 4] Test (Prototyping and Validation), [5 Hours], Prototyping, Assumptions during the design thinking process, Validation in the market, best practices of, presentation., [Unit 5] Design Innovation, [5 Hours], Benefits of iteration in the design thinking process, taking the idea to the market, introduction to innovation, management in a company., Text Book:, 1. Bala Ramadurai, ―Karmic Design Thinking‖, First Edition, 2020., Reference Books:, 1. Vijay Kumar,‖ 101 Design Methods: A Structured Approach for Driving Innovation in Your, Organization ―., 2. Human-Centered Design Toolkit: An Open-Source Toolkit to Inspire New Solutions in the, Developing World by IDEO., 3. This is Service Design Thinking: Basics, Tools, Cases by Marc Stickdorn and Jakob Schneider., 4. Ulrich, Karl T. Design: Creation of artifacts in society, 2011., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 70

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOL706 Artificial Intelligence, List, LONERE, , of Experiments:, 1., 2., 3., 4., 5., 6., 7., , Study of PROLOG. Write the following programs using PROLOG., Write a program to solve 8 queens problem., Solve any problem using depth first search., Solve any problem using best first search., Solve 8-puzzle problem using best first search., Solve Robot (traversal) problem using means End Analysis., Solve traveling salesman problem., , BTCOL706 Cloud Computing, List of Experiments:, (Pl. Note: List of Experiments should be as per theory covered in the class based on Cloud, Environments., Following list can be used as a reference.), 1. Sketch out and analyze architecture of Moodle cloud portal and moodle cloud site and create, different entities dynamically., 2. Create a scenario in wordpress for Social Marketing, Search engine and Sharing Tools., 3. Working in Cloud9 to demonstrate different language., 4. Working in Codenvy to demonstrate Provisioning and Scaling of a website., 5. Implement and configure Google App Engine to deploy Python Program application., 6. Installation and configuration of virtual machine with guest OS., 7. Demonstrate the use of map and reduce tasks., 8. Implementation of SOAP Web services in C#/JAVA Applications., 9. Categorize Amazon Web Service (AWS) and implement its various cloud entities using its Cloud, Toolbox support., 10. Implement and use sample cloud services with the help of Microsoft Azure., 11. Design and analyze architecture of Aneka / Eucalyptus / KVM identify different entities to, understand the structure of it., 12. Make and perform scenario to pause and resume the simulation in Aneka / Eucalyptus entity, and, create simulation entities dynamically., 13. Organize a case in Aneka / Eucalyptus for simulation entities in run-time using a its toolkit support, and manage virtual cloud., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 71

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , BTCOS707: Project phase - I, LONERE, , BTCOF801: Project phase – II (In-house) / Internship and Project in the Industry, In this course, it is expected that students will go to industry for internship for one semester and do industry, based project in that period. Student will be assigned one dept. one Industry guide to monitor progress of the, student. After, completion of the Internship student will submit project report to the dept. and project, examination will be conducted in consultation with the Industry guide., In case, if student not opting / not doing Internship in the Industry, such students can do project work in the, dept., , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 72

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , COURSE CURRICULUM MAPPING WITH MOOC PLATFORM COURSERA, , Sr., No., , Name of Subject as, per Curriculum, , LONERE, , 1, , Discrete, Mathematics, , Course, Code, , Semester, , Coursera Course, , III, , 1) https://www.coursera., org/learn/discretemathematics/home/welco, me, , BTCOC302, , 2, , Data Structures, , BTCOC303, , III, , 3, , Computer, Architecture &, Organization, Object Oriented, Programming in, C++, , BTCOC304, , III, , 4, , 2) https://www.coursera., org/specializations/discr, ete-mathematics, 1) Data Structures, 2) Data Structures &, Algorithms, Computer Architecture, , Name of Institute, offering course, 1) Shanghai Jiao, Tong University, 2) University of, California San Diego, National Research, University Higher, School of Economics, , 1) UC SanDiego, 2) UC SanDiego, Princeton, , Relevance, %, , Duration, of Course, , 1) 75, , 8 Weeks, , 2) 90, 1) 90, 2) 80, , 1) 6 Weeks, 2) 6 Weeks, , 25, , 4 Weeks, , 27, , 5 Weeks, , 20, , 4 Weeks, , University, US, BTCOC305, , University of, California, Santa, Cruz, , III, , C++ For C, Programmers, Part A, , Autonoma de, Barcelona, 2) Princetone, University, , 1) Universitat, 5, , Digital Electronics, & Microprocessors, , BTES403, , IV, , 1) Digital Systems:, From Logic Gates to, Processors, , 6, , Design &, Analysis of, Algorithms, , BTCOC401, , IV, , Algorithms, Specialization, , Stanford University, , 40, , 16 Weeks, , 7, , Probability &, Statistics, , BTBS402, , IV, , Probability Theory,, Statistics and, Exploratory Data, Analysis, , National Research, University Higher, School of, Economics, , 80, , 6 Weeks, , Operating, Systems, , BTCOC403, , IV, , Operating Systems and, You: Becoming a Power, User, , Google, , 20, , 6 Weeks, , Universidad, Nacional, Autónoma de, México, , 30, , 4 Weeks, , 8, , 9, , Database, Systems, , BTCOC501, , V, , Relational database, systems, , 10, , Theory of, Computation, , BTCOC502, , V, , Computer Science:, Algorithms, Theory, and, Machines, , Princeton, University, , 25, , 4 Weeks, , 11, 12, , 13, , Machine, Learning, Human, Computer, Interaction, Economics and, Management, , BTCOC503, , V, , Machine Learning with, Python, , IBM, , 50, , 6 Weeks, , BTCOE504, (A), , V, , Interaction Design, Specialization, , UCSanDiego, , 30, , 13 Weeks, , BTHM505, (A), , V, , Managerial Economics, and Business Analysis, Specialization, , University of, Illinois, , 30, , 4 Weeks, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 76

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, 14, , V, , Communication theory:, bridging academia and, practice, , National Research, University Higher, School of, Economics, , 35, , BTCOC601, , VI, , Nil, , Nil, , Nil, , Computer, Networks, , BTCOC602, , VI, , Google, , 50, , 4 Weeks, , Software, Engineering, , BTCOC603, , VI, , University of, Minnesota, , 25, , 4 Weeks, , University of, Toronto, , 40, , 6 months, , UC San Diego, , 40, , 6 Months, , Rutgers the State, University of New, Jersey, , 30, , 5 Weeks, , Illinois, , 70, , 6 Months, , IBM, , 40, , 4 Weeks, , Business, Communication, , 15, Compiler Design, LONERE, 16, , BTHM505, (B), , 17, , 18, , Geographic, Information, System, , BTCOE604, (A), , VI, , 19, , Internet of, Things, , BTCOE604, (B), , VI, , 20, , Development, Engineering, , BTCOE605, (A), , VI, , Consumer, Behaviour, Artificial, Intelligence, , BTCOE605, (C), , VI, , Cloud, Computing, , BTCOE702, , 24, , Bioinformatics, , BTCOE703, (A), , 25, , Distributed, System, Cryptography, and Network, Security, , 21, 22, 23, , 26, , 27, , Business, Intelligence, , BTCOC701, , BTCOE703, (B), , VII, , VII, , VII, , VII, , The Bits and Bytes of, Computer Networking, Software Development, Processes and, Methodologies, https://www.coursera.or, g/learn/softwareProcesses, 1. GIS, mapping, and, spacial analysis, Specialization, Internet of Things, Specialization, Revolutionary Ideas:, Utility, Justice, Equality,, Freedom, Digital Marketing, Specialization, Introduction to Artificial, Intelligence (AI), Cloud Computing, Applications, Part 1:, Cloud Systems and, Infrastructure, , University of, Illinois at UrbanaChampaign, , 70, , 9 Weeks, , Nil, , 4 Weeks, , Bioinformatics, Capstone: Big Data in, Biology, , University of, California San, Diego, , 20, , 3 Weeks, , Distributed Programming, in Java, , Rice University, , 30, , 4 Weeks, , BTCOE704, (A), , VII, , Information Security:, Context and Introduction, , Royal Holloway,, University of, London, , 40, , 4 Weeks, , BTCOE704, (B), , VII, , Business Intelligence, Concepts, Tools, and, Applications, , University of, Colorado System, , 30, , 5 Weeks, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 77

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, , LONERE, Sr., No., , 1, , COURSE CURRICULUM MAPPING WITH MOOC PLATFORM, Edx, , Name of Subject, as per Curriculum, , Discrete, Mathematics, , Course, Code, , BTCOC302, , Semester, , III, , Edx Course, , https://www.edx.org/course/ad, vanced-algorithmics-and- graphtheory-with-python, , 1) Foundations of Data, , Name of, Institute, offering, Course, , IMT, Atlantique, a, 50, french, technological, university, 1) IIT, 1) 90, Bombay, 2) UCSanDiego 2) 70, , 2, , Data Structures, , BTCOC303, , III, , Structures, 2) Algorithms and Data, Structures, , 3, , Computer, Architecture &, Organization, , BTCOC304, , III, , 1. Computer Organization, 2. Computer Architecture, , 1. MITx, 2. MITx, , Object Oriented, Programming in, C++, , BTCOC305, , III, , Object-oriented Programming, , Design &, Analysis of, Algorithms, , BTCOC401, , IV, , BTBS402, , IV, , BTCOC403, , IV, , BTES405, , IV, , 4, , 5, , 6, 7, 8, , Probability &, Statistics, Operating, Systems, Digital Electronics, & Microprocessors, , Relev, ance, %, , Duration, of Course, , 6 Weeks, , 1) 6 Weeks, 2) 4 Weeks, , 1. 20, 2. 20, , 10 Weeks, , IIT BombayX, , 53, , 4 Weeks, , Algorithm Design and, Analysis, , University of, Pennsylvania, , 40, , 4 Weeks, , Introduction to Probability, , Harvard, University, New York, University, , 50, 40, , 6 Weeks, , 1) Edx Edge, , 10, , 6 Weeks, , Computer Hardware and, Operating Systems, Computer System Design:, Advanced Concepts of, Modern Microprocessors, , 8 Weeks, , 9, , Database, Systems, , BTCOC501, , V, , Databases: SQL, , Stanford, Online, , 50, , 8 Weeks, , 10, , Theory of, Computations, , BTCOC502, , V, , Automata Theory, , Stanford, University, , 60, , 7 Weeks, , Machine, Learning, , BTCOC503, , V, , Machine Learning with, Python: A Practical, Introduction, , IBM, , 50, , 5 Weeks, , Human, Computer, Interaction, , BTCOE504, (A), , V, , Human-Computer Interaction, , Georgia Tech, , 30, , 12 Weeks, , Economics and, Management, Business, Communication, , BTHM505, (A), BTHM505, (B), , Introduction to Managerial, Economics, Effective Business, Communication, , 30, , 6 Weeks, , 40, , 6 Weeks, , Compiler Design, , BTCOC601, , IIM, Bangalore, IIM, Bangalore, Stanford, University, , 45, , 10 Weeks, , 11, , 12, , 13, 14, 15, , V, V, VI, , Compilers, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 78

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DR. BABASAHEB AMBEDKAR TECHNOLOGICAL UNIVERSITY, LONERE, 16, 17, , Computer, Networks, Software, Engineering, , BTCOC602, , VI, , BTCOC603, VI, , LONEREGeographic, 18, , Information, System, , BTCOE604, (A), , VI, , VI, , Introduction to Networking, Software Engineering Essentials, https://www.edx.org/course/so, ftware-engineering-essentials, No Program available, , 40, , 7 Weeks, , TUMx, , 40, , 8 Weeks, , NA, , NA, , NA, , Microsoft, , 30, , 4 Weeks, , 40, , 11 Weeks, , 19, , Internet of, Things, , BTCOE604, (B), , 20, , Development, Engineering, , BTCOE605, (A), , VI, , BTCOE605, (B), , VI, , Consumer Behaviour, , IITMB, , 50, , 4 Weeks, , 22, , Consumer, Behaviour, Artificial, Intelligence, , BTCOC701, , VII, , CS50's Introduction to Artificial, Intelligence with Python, , Harvard, University, , 35, , 7 Weeks, , 23, , Bioinformatics, , VII, , Bioinformatics, , University of, Maryland, , 40, , 24 Weeks, , KTHx, , 30, , 5 Weeks, , 20, , 8 Weeks, , 50, , 40 Weeks, , 20, , 4 Weeks, , 60, , 14 Weeks, , 10, , 6 Weeks, , 15, , 5 Weeks, , 21, , 24, 25, 26, , Distributed, Systems, Cloud, Computing, Cryptography and, Network Security, , 27, , Business, Intelligence, , 28, , Block Chain, , 29, , Virtual Reality, , 30, , Deep Learning, , BTCOE703, (A), BTCOE703, (B), BTCOE703, (C), BTCOE704, (A), , VII, VII, VII, , Getting Started with the, Internet of Things (IoT), Human Rights, Human Wrongs:, Challenging Poverty,, Vulnerability and Social, Exclusion, , New York, University, , Reliable Distributed, Algorithms - Part 1, Cloud Computing, Management, Cyber security, , BTCOE704, (B), BTCOE704, (C), , VII, , Business Intelligence for IoT, Solutions, 1. Block chain Technology, , BTCOE705, (A), BTCOE705, (B), , VII, , How Virtual Reality Works, , VII, , Deep Learning Fundamentals, with Keras, , VII, , 2. Block chain Fundamentals, , SDGAcadem, yX, Middlesex, University, , University of, Maryland, Rochester, Institute of, Technology, Microsoft, Berkeley, University Of, California, Ucsan Diego, IBM, , Dr. Babasaheb Ambedkar Technological University, Lonere UG CURRICULUM 2020, , Page 79