National Institute of Technology Patna
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NIT PATNA
राष्ट्रीय प्रौद्योगिकी संस्थान पटना
NATIONAL INSTITUTE OF TECHNOLOGY PATNA
COMPUTER SCIENCE AND ENGINEERING

MCA with specialization in Data Science and Informatics – Syllabus

Dept.
Sem / Electives
Course Code
Course Title
L
T
P
Credits
CSE
1
CS011901
Mathematics for Data Science
3
1
0
4
CSE
1
CS011902
Introduction to Programming & Problem Solving
3
0
2
4
CSE
1
CS011903
Computing with Python
3
0
2
4
CSE
1
MC460104
Technical Communication
2
0
2
3
CSE
1
CS011904
Introduction to Informatics
3
0
0
3
CSE
1
MC460106
EAA-II Swachha Bharat Mission (SBM)
0
0
2
1
CSE
2
CS021901
Data Communication and Networks
3
0
2
4
CSE
2
CS021902
Data Structures
3
0
2
4
CSE
2
CS021903
Database Management Systems
3
0
2
4
CSE
2
CS021904
Object Oriented Programming using Java
3
0
2
4
CSE
2
CS021905
Discrete Mathematics & Graph Theory
3
1
0
4
CSE
2
MC460206
EAA-I Sports/Innovative Project/NCC/NSS
0
0
2
1
CSE
3
CS031901
Artificial Intelligence
3
0
2
4
CSE
3
CS031902
Operating Systems
3
0
2
4
CSE
3
CS031903
Machine Learning
3
0
2
4
CSE
3
CS031904
Design and Analysis of Algorithms
3
0
2
4
CSE
3
CS031905
Data Preparation & Visualization
3
0
2
4
CSE
4
CS041901
Big Data Analytics
3
0
2
4
CSE
4
CS041902
Bioinformatics
3
0
0
3
CSE
4
CS041903
Deep Learning
3
0
2
4
CSE
4
CS041904
Information Retrieval
3
0
2
4
CSE
4
CS041905
Computer Vision
3
0
2
4
CSE
4
MC460406
Seminar & Presentation
0
0
2
1
CSE
5
CS051901
Human Computer Interaction
3
0
0
3
CSE
5
MC460502
Minor Project I
0
0
22
11
CSE
5
MC4605XX
Elective – I/MOOC
0
0
0
3
CSE
5
MC4605XX
Elective – II/MOOC
0
0
0
3
CSE
6
MC460601
Major Project/Internship
0
0
40
20
CSE
EL
CSXX1907
Generative Deep Model
2
0
2
3
CSE
EL
CSXX1908
Explainable AI
2
0
2
3
CSE
EL
CSXX1909
Internet of Things
3
0
0
3
CSE
EL
CSXX1910
Game Theory
3
0
0
3
CSE
EL
CSXX1911
Augmented Reality/Virtual Reality
3
0
0
3
CSE
EL
CSXX1912
Intrusion Detection
3
0
0
3
CSE
EL
CSXX1913
Malware Analysis
2
0
2
3
CSE
EL
CSXX1914
Digital Forensic
2
0
2
3
CSE
EL
CSXX1915
Text Analytics
2
0
2
3
CSE
EL
CSXX1916
Reinforcement Learning
2
0
2
3
CSE
EL
CSXX1917
Blockchain Technology
3
0
0
3
CSE
EL
CSXX1918
Data Mining and Warehousing
3
0
0
3
CSE
EL
CSXX1919
Recommendation Systems
3
0
0
3
CSE
EL
CSXX1920
Cloud Computing
3
0
0
3
CSE
EL
CSXX1921
Computer System and Security
3
0
0
3
CSE
EL
CSXX1922
Biomedical Engineering
3
0
0
3
CSE
EL
MCSXX1923
Soft Computing
3
0
0
3
CSE
EL
CSXX1924
Distributed and Parallel Computing
3
0
0
3
CSE
EL
CSXX1925
Federated Learning
3
0
0
3
CSE
EL
CSXX1926
Quantum Computing
3
0
0
3
CSE
EL
CSXX1927
Pattern Recognition
3
0
0
3
CSE
EL
CSXX1928
Nature-Inspired Computing
3
0
0
3
CSE
EL
CSXX1929
Optimization Techniques
3
0
0
3
CSE
EL
CSXX1930
Health Informatics
3
0
0
3
CSE
EL
CSXX1931
Image Processing Techniques
3
0
0
3