Indian Institute of Information Technology Dharwad

 

Curriculum for BTech Program

 

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

 

CS105

Problem Solving through Programming

3-1-2-0-5

 

DS104

Data Science and AI Applications

3-0-0-4–4

 

HS103

Language and Communication

2-0-2-0-3

 

 

Semester Credits

20

 

SEMESTER 2

 

DS105

Probability and Statistics

3-1-0-0-4

 

CS102

Data Structures

3-1-2-0-5

Problem Solving Through programming-CS105

EG101

Engineering101

2-0-2-4-4

 

HS204

Economics

3-1-0-0-4

 

HS102

Professional Communication

2-1-2-0-4

 

 

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

Problem Solving Through programming-CS105

Psychology/Sociology/LifeSkills Basket

3-0-0-0-3

 

CS202

Design & Analysis of Algorithms

3-1-2-0-5

Data Structure-CS102

HS205

Ethics

3-0-0-0-3

 

 

Semester Credits

24

 

SEMESTER 4

 

MA202

Linear Algebra

3-1-0-0-4

 

EC209

Introduction to Systems Thinking

3-0-2-0-4

 

DS203

Operating Systems and Cloud Computing

3-1-0-0-4

Data Structure-CS102

DS204

Software Engineering and Services

3-0-2-0-4

Problem Solving Through programming-CS105

CS310

Database Management Systems

3-1-2-0-5

Data Structure-CS102

DS205

Global Business Perspectives

3-0-0-0-3

 

 

Semester Credits

24

 

SEMESTER 5

 

DS301

Graphs and Social Networks

3-1-0-0-4

Discrete Mathematics-CS201

DS302

Computer Communication Networks

3-1-2-0-5

Data Structure-CS102

DS303

Algorithms for Artificial Intelligence

3-1-0-0-4

 

CS307

Machine Learning

3-1-0-0-4

Linear Algebra-MA202

DS304

Visualization and App Development

2-1-2-0-4

 

 

Semester Credits

21

 

SEMESTER 6

 

DS305

Legal Aspects of IT

3-1-0-0-4

 

DS306

Financial Data Analytics

2-1-2-0-4

Discrete Mathematics-CS201

DS307

Innovation and Entrepreneurship

3-1-0-0-4

 

DS308

Data Security and Privacy

3-1-0-0-4

 

 

Elective 1

4-0-0-0-4

 

DS399

Mini Project I

0-0-0-8-2

 

 

Semester Credits

22

 

SEMESTER 7

 

DS401

Healthcare Data Analytics

3-1-0-0-4

Discrete Mathematics-CS201

 

Elective 2

4-0-0-0-4

 

 

Elective 3

4-0-0-0-4

 

 

Elective 4

4-0-0-0-4

 

DS498

Mini Project II

0-0-0-8-2

 

HS101

Environmental Studies*

0-0-0-8-2

 

 

Semester Credits

20

 

SEMESTER 8

 

DS499

Major Project

0-0-0-32-8

 

 

Semester Credits

8

 

 

Program Credits

159

 

1/2 credit online courses need to be given during any specific semester decided by the concerned HoD without violating the semester maximum credit limit of 25.

 

 

 

*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