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