Indian Institute of Information Technology Dharwad

 

Curriculum for BTech Programme (2020-21)

 

Data Science and Artificial Intelligence

 

 

 

Type of courses

Credits

1

Core

30%

2

Electives and Domain Courses

25%

3

Mathematics, Science and Humanities, Engineering

25%

4

Soft skills

10%

5

Projects

10%

Minimum Credits Required = 160

100%

 

 

Table 1: Credit Requirements


Data Science and Artificial Intelligence

Curriculum

 

Course Code

Course Title

Credits

(L-T-P-S-C)

Prerequisite

SEMESTER 1

 

DS101

Mathematics for Data Science

3-1-0-0-4

 

DS102

Finance and Accounting

3-0-2-0-4

 

DS103

Problem Solving through Programming (Intro to Logic and Computational Thinking)

3-1-2-0-5

 

DS104

Data Science and AI Applications

3-0-0-4–4

 

HS101

Language and Communication

2-1-0-0-3

 

 

Semester Credits

20

 

SEMESTER 2

 

DS105

Probability and Statistics

3-1-0-0-4

 

CS102

Data Structures

3-1-2-0-5

DS103

EG101

Engineering101

2-1-2-0-4

 

HS107

Economics

3-1-0-0-4

 

HS102

Professional Communication

2-0-4-0-4

 

 

Semester Credits

21

 

SEMESTER 3

 

DS201

Data and Business Analytics

3-0-2-0-4

 

CS201

Discrete Mathematics

3-1-0-0-4

 

CS207

Object Oriented Programming

3-0-2-0-4

DS103

HS201

Psychology/Sociology/LifeSkills Basket

3-1-0-0-4

 

CS202

Design & Analysis of Algorithms

3-1-2-0-5

CS102

HS202

Ethics

3-0-0-0-3

 

 

Semester Credits

24

 

SEMESTER 4

 

MA202

Linear Algebra

3-1-0-0-4

 

EC219

Introduction to Systems Thinking

3-0-2-0-4

 

DS202

Operating Systems and Cloud Computing

3-1-0-0-4

CS102

DS203

Software Engineering and Services

3-0-2-0-4

DS103

CS210

Database Management Systems

3-1-2-0-5

CS102

DS209

Global Business Perspectives

3-0-0-0-3

 

 

Semester Credits

24

 

SEMESTER 5

 

DS204

Graphs and Social Networks

3-1-0-0-4

 

DS205

Computer and Communication Networks

3-1-2-0-5

CS102

DS206

Algorithms for Artificial Intelligence

3-1-0-0-4

 

DS207

Machine Learning

3-1-0-0-4

MA202

DS208

Visualization and App Development

2-1-2-0-4

 

 

Semester Credits

21

 

SEMESTER 6

 

DS301

Legal Aspects of IT

3-0-2-0-4

 

DS302

Financial Data Analytics

2-1-2-0-4

DS201

DS303

Innovation and Entrepreneurship

3-1-0-0-4

 

DS304

Data Security and Privacy

3-1-0-0-4

 

 

Elective 1

3-1-0-0-4

 

DS398

Mini Project I

0-0-0-8-2

 

 

Semester Credits

22

 

SEMESTER 7

 

DS304

Healthcare Data Analytics

3-1-0-0-4

DS201

 

Elective 2

3-1-0-0-4

 

 

Elective 3

3-1-0-0-4

 

 

Elective 4

3-1-0-0-4

 

DS399

Mini Project II

0-0-0-8-2

 

 

Environmental Study*

0-0-0-8-2

 

 

Semester Credits

20

 

SEMESTER 8

 

DS499

Major Project

0-0-0-32-8

 

 

Semester Credits

8

 

 

Program Credits

160

 

 

 

 

*Note: This curriculum is subject to changes as per the directions of the Senate of the Institute. IIIT Dharwad believes in making continual improvements to curricula to ensure that they stay up-to-date and relevant.

Special Topic courses of 1 or 2 credits can be offered in any semester