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Faculty of Science and Technology

Savitribai Phule Pune University

Maharashtra, India

http://unipune.ac.in

Proposed Structure for

Bachelor of Engineering

in

Artificial Intelligence and Data Science

(2020 Course) (with effect from A.Y. 2020-21) Curriculum for Bachelor of Engineering in AI&DS (2020 Course), Savitribai Phule Pune University #2/87

Savitribai Phule Pune University

Second Year of Artificial Intelligence and Data Science (2020 Course) (With effect from Academic Year 2020-21)

Semester-III

Course

Code

Course Name

Teaching Scheme

(Hours/Week)

Examination Scheme and

Marks

Credit Scheme

Lecture

Practical

Tutorial

Mid -Sem End -Sem

Term work

Practical

Oral

Total Lecture

Practical

Tutorial

Total Discrete Mathematics 03 - - 30 70 - - - 100 03 -- - 03 Data Structures & Algorithms 03 - - 30 70 - - - 100 03 - - 03

Object Oriented Programming

(OOP)

03 - - 30 70 - - - 100 03 - - 03

Computer Graphics & Computer

Vision

03 - - 30 70 - - - 100 03 - - 03

Operating Systems 03 - - 30 70 - - - 100 03 - - 03

Data Structures & Algorithms

Laboratory

- 04 - - - 25 25 - 75 - 02 - 02

Computer Graphics Laboratory &

Computer Vision

- 04 - - - 25 25 - 50 - 02 - 02 Operating Systems Laboratory - 02 - - - 25 25 - 25 - 01 - 01 Business Communication Skills - 02 - - - 25 - - 25 - 01 - 01 Humanity and Social Science - - 01 - - 25 - - 25 - - 01 01

Audit Course 3

Total Credit 15 06 01 22

Total 15 12 01 150 350 125 75 - 700 - - - -

Semester-IV

Course

Code

Course Name

Teaching Scheme

(Hours/Week)

Examination Scheme and

Marks

Credit Scheme

Lecture

Practical

Tutorial

Mi d-Sem End -Sem

Term work

Practical

Oral

Total Lecture

Practical

Tutorial

Total

Statistics 03 - - 30 70 - - - 100 03 -- - 03

Internet of Things 03 - - 30 70 - - - 100 03 - - 03 Software Engineering 03 - - 30 70 - - - 100 03 - - 03 Database Management System 03 - - 30 70 - - - 100 03 - - 03

Management Information

System

03 - - 30 70 - - - 100 03 - - 03

Internet of Things Laboratory - 04 - - - 50 25 - 50 - 02 - 02

DBMS Laboratory - 04 - - - 25 25 - 50 - 02 - 02

Project Based Learning II - 04 - - - 50 - - 50 - 02 - 02

Code of Conduct - - 01 - - 25 - - 25 - - 01 01

Audit Course 4

Total Credit 15 06 01 22

Total 15 10 02 150 350 150 50 - 700 - - - -

Curriculum for Bachelor of Engineering in AI&DS (2020 Course), Savitribai Phule Pune University #3/87

Savitribai Phule Pune University

Third Year of Artificial Intelligence and Data Science (2020 Course) (With effect from Academic Year 2020-21)

Semester-V

Course

Code

Course Name

Teaching Scheme

(Hours/Week)

Examination Scheme and

Marks

Credit Scheme

Lecture

Practical

Tutorial

Mid -Sem End -Sem

Term work

Practical

Oral

Total Lecture

Practical

Tutorial

Total

Data Science 03 - - 30 70 - - - 100 03 -- - 03

Computer Networks 03 - - 30 70 - - - 100 03 - - 03 Artificial Intelligence 03 - - 30 70 - - - 100 03 - - 03

Cyber security 03 - - 30 70 - - - 100 03 - - 03

Elective I 03 - - 30 70 - - - 100 03 - - 03

Software Laboratory I (Data

Science & AI)

- 04 - - - 25 25 - 50 - 02 - 02

CN Laboratory - 02 - - - 25 25 - 50 - 01 - 01

Elective I Laboratory - 02 - - - 25 - 25 50 - 01 - 01

Seminar I - - 01 - - 25 - - 25 - - 01 01

Environmental Studies - - 01 - - 25 - - 25 - - 01 01

Total 15 08 02 150 350 125 50 25 700 15 04 02 21

Audit Course 5

Total Credit 15 06 01 21

Total . 15 12 01 150 350 125 50 25 700 - - - -

Semester-VI

Course

Code

Course Name

Teaching

Scheme

(Hours/Week)

Examination Scheme and Marks

Credit Scheme

Lecture

Practical

Tutorial

Mid -Sem End -Sem

Term work

Practical

Oral

Presen

tation

Total Lecture

Practical

Tutorial

Total Data Warehousing & Mining 03 - - 30 70 - - - 100 03 -- - 03

Web Technology 03 - - 30 70 - - - 100 03 - - 03

Neural Networks & Fuzzy Logic 03 - - 30 70 - - - 100 03 - - 03

Elective II 03 - - 30 70 - - - 100 03 - - 03

Software Laboratory II (Neural

Networks & Fuzzy Logic and

Web Technology)

- 04 - - - 50 25 - 75 - 02 - 02

Software Lab III (DWM

&Elective II) - 04 - - - 50 25 - 75 - 02 - 02

Internship - 08 - - - 50 - 50 100 - 04 - 04

Seminar II - - 01 - - 25 - 25 50 - - 01 01

Total 12 18 01 120 280 175 50 75 700 12 08 01 21

Audit Course 6

Total Credit 12 08 01 21

Curriculum for Bachelor of Engineering in AI&DS (2020 Course), Savitribai Phule Pune University #4/87

Savitribai Phule Pune University

Forth Year of Artificial Intelligence and Data Science (2020 Course) (With effect from Academic Year 2020-21)

Semester-VII

Course

Code

Course Name

Teaching Scheme

(Hours/Week)

Examination Scheme and

Marks

Credit Scheme

Lecture

Practical

Tutorial

Mid -Sem End -Sem

Term work

Practical

Oral

Presentation

Total Lecture

Practical

Tutorial

Total Machine Learning 03 - - 30 70 - - - 100 03 -- - 03 Data Modeling & Visualization 03 - - 30 70 - - - 100 03 - - 03

Elective III 03 - - 30 70 - - - 100 03 - - 03

Elective IV 03 - - 30 70 - - - 100 03 - - 03

Computer Laboratory I - 04 - - - 50 25 - 75 - 02 - 02 Computer Laboratory II - 04 - - - 50 25 - 75 - 02 - 02 Project Stage I - 04 - - - 50 - 50 100 - 02 - 02

MOOC 02 50 50 02 02

Total 12 12 02 120 280 200 50 50 700 12 06 02 20

Audit Course 7

Total Credit 12 06 02 20

Semester-VIII

Course

Code

Course Name

Teaching

Scheme

(Hours/Week)

Examination Scheme and Marks

Credit Scheme

Lecture

Practical

Tutorial

Mid -Sem End -Sem

Term work

Practical

Oral

Presentation

Total Lecture

Practical

Tutorial

Total Computational Intelligence 03 - - 30 70 - - - 100 03 -- - 03 Distributed Computing 03 - - 30 70 - - - 100 03 - - 03

Elective V 03 - - 30 70 - - - 100 03 - - 03

Elective VI 03 - - 30 70 - - - 100 03 - - 03

Computer Laboratory III - 02 - - - 50 25 - 75 - 01 - 01 Computer Laboratory IV - 02 - - - 50 25 - 75 - 01 - 01

Project II - 12 - - - 100 - 50 150 - 06 - 06

Total 12 16 - 120 280 200 50 50 700 12 08 20

Audit Course 8

Total Credit 15 05 02 20

Curriculum for Bachelor of Engineering in AI&DS (2020 Course), Savitribai Phule Pune University #5/87

Electives

Elective I Elective II Elective III Elective IV Elective V Elective VI Human

Computer

Interface

Robotics

and

Automation

Quantum AI GPU

Programming

and

Architecture

Virtual &

Augmented

Reality

Virtual

Reality in

Game

Development

IOT &

Embedded

Systems

IOT &

Embedded

Systems

Security

Cloud Computing Deep

Learning

Information

Retrieval

Business

Intelligence

Software

Modeling

and Design

Software

Architecture

Enterprise

Architecture and

Components

Design

Thinking

Software

Testing and

Quality

Assurance

Information

Systems

Management

Pattern

Recognitio

n

Natural

Language

Processing

Bioinformatics

Bio Inspired

Algorithms

Open Elective Open Elective

Audit Courses

Audit Course

3

Audit Course

4

Audit Course 5 Audit Course

6

Audit Course 7 Audit Course

8

Road Safety Water

Management

Emotional

Intelligence

Digital and

Social Media

Marketing

Block Chain Usability

Engineering

Engineering

Economics

Intellectua

l Property

Rights

Industrial Safety

and

Environment

Consciousness

Sustainable

Energy

Systems

Entrepreneurs

hip

Development

Conversation

al Interfaces

Smart Cities The Science

of Happiness

3D Printing Leadership

and

Personality

Developmen

t

Botnet of

Things

Social Media

and Analytics

Foreign

Language

Foreign

Language

Foreign

Language

Foreign

Language

Foreign

Language

Foreign

Language

MOOC- Learn

New Skills

MOOC-

Learn New

Skills

MOOC- Learn

New Skills

MOOC-

Learn New

Skills

MOOC- Learn

New Skills

MOOC- Learn

New Skills

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