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 |
|
|
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