Curriculum for the B.Tech Program in
Data Science and Artificial Intelligence
Course No.
Course Name
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Course No.
Course Name
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Semester I
Semester II
CH101
Chemistry
3
1
0
8
BT101
Intoduction to Biology
3
0
0
6
CH110
Chemistry Laboratory
0
0
3
3
CS101
Introduction to Computing
3
0
0
6
EE101
Basic Electronics
3
1
0
8
CS110
Computing Laboratory
0
0
3
3
MA101
Mathematics - I
3
1
0
8
EE102
Basic Electronics Laboratory
0
0
3
3
CE101
Engineering Drawing
2
0
3
7
MA102
Mathematics - II
3
1
0
8
PH101
Physics - I
2
1
0
6
ME101
Engineering Mechanics
3
1
0
8
PH110/ME110
Physics Laboratory/ Workshop
0
0
3
3
PH102
Physics - II
2
1
0
6
Total
13
4
9
43
ME110/PH110
Workshop/ Physics Laboratory
0
0
3
3
Total
14
3
9
43
SA1xx
Students Activity Course I
0
0
2
0
Statistical Foundations for Data Science Introduction to Optimization Python Programming Laboratory Database Management Systems Database Management Systems Laboratory Applied Probability and Random Processes Students Activity Course III
Course No.
Course Name
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Course No.
Course Name
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Semester III
Semester IV
DS2xx
Introduction to Data Science
2
0
2
6
HS1xx
HSS Elective I Level I
3
0
0
6
DS2xx
3
0
0
6
DS2xx
3
0
0
6
DS2xx
Discrete Mathematics
3
0
0
6
DS2xx
Introduction to AI
2
0
2
6
DS2xx
Algorithms and Data Structure
3
0
0
6
DS2xx
0
0
3
3
DS2xx
Algorithms and Data Structure Lab
0
0
3
3
DS2xx
3
0
0
6
DS2xx
Signals , Systems & Networks
3
0
0
6
DS2xx
0
0
3
3
Total
14
0
5
33
DS2xx
3
0
0
6
SA2xx
Students Activity Course II
0
0
2
0
Total
14
0
8
36
Minor I
3
0
0
6
SA3xx
0
0
2
0
HS200
Sustainable Development Goals
2
0
0
0
Minor II
3
0
0
6
Multi-modal Data Processing & Learning - I Multi-modal Data Processing & Learning - II Big Data Analytics : Tools & Techniques
Course No.
Course Name
L
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Course No.
Course name
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Semester V
Semester VI
DS3xx
3
0
0
6
DS3xx
3
0
0
6
DS3xx
Computer Systems
3
0
0
6
DS3xx
Data Mining
3
0
0
6
DS3xx
Machine Learning
3
0
0
6
DS3xx
Deep Learning
3
0
0
6
DS3xx
Machine Learning Laboratory
0
0
3
3
DS3xx
Privacy & information Security
3
0
0
6
DS3xx
Applied Time Series Analysis
3
0
0
6
DS3xx
Advanced Machine Learning Laboratory
0
0
3
3
DS3xx
2
0
2
6
DS3xx
Internet of Things
2
0
2
6
HSS1xx
HSS Elective II Level I
3
0
0
6
DS3xx
Data Visualization
1
0
3
5
Total
17
0
5
39
Total
15
0
8
38
Minor IV
3
0
0
6
SA4xx
Students Activity Course IV
0
0
2
0
Minor III
3
0
0
6
Course No.
Course Name
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Course No.
Course Name
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Semester VII
Semester VIII
DS4xx
Bioinformatics
2
0
2
6
OExxx
Open Elective
3
0
0
6
DS4xxx
Data Analytics For Finance
3
0
0
6
OExxx
Open Elective/Department Elective II
3
0
0
6
HS2xx
HSS Elective I Level II
3
0
0
6
DSxxx
Department Elective III
3
0
0
6
DS4xx
Ethics, Fairness, Explainability & Verification of AI modals
3
0
0
6
DSxxx
Department Elective IV
3
0
0
6
DSxxx
Department Elective I
3
0
0
6
HS2xx
HSS Electiev II Level II
3
0
0
6
DS498
BTP Project I
0
0
12
12
DS499
BTP Project II
0
0
12
12
Total
14
0
14
42
Total
15
0
12
42
Minor V
3
0
0
6
Semester-wise Credits
Semester I
43
Semester II
43
Semester III
33
Semester IV
36
Semester V
39
Semester VI
38
Semester VII
42
SEmester VII
42
Total
316
Identified Minor Courses to be offered from the proposed School of Data Science & AI.
1
Statistical Foundations for Data Science
2
Machine Learning
3
Deep Learning
4
Multi-modal Data Processing & Learning
5
Big Data Analytics : Tools & Techniques
Curriculum Development Committee
Name
Department
Role
Prof. Ratnajit Bhattacharjee
EEE
Convener
Prof. S. B. Nair
CSE
Member
Dr. V. Vijaya Saradhi
CSE
Member
Prof. Rohit Sinha
EEE
Member
Dr. Prithwijit Guha
EEE
Member
Prof. M. G. P. Prasad
Mathematics
Member
Prof. Siddhartha Pratim Chakraborty
Mathematics
Member
Dr. Ashok Singh Sairam
Mathematics
Member