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NIT PATNA
राष्ट्रीय प्रौद्योगिकी संस्थान पटना
NATIONAL INSTITUTE OF TECHNOLOGY PATNA
COMPUTER SCIENCE AND ENGINEERING

M.Tech in Data Science and Engineering – Syllabus

Dept.
Sem / Electives
Course Code
Course Title
L
T
P
Credits
CSE
1
CS540101
Mathematical Foundations of Data Science
3
0
2
4
CSE
1
CS540102
Pattern Recognition
3
0
2
4
CSE
1
CS5401XX
Elective-I/MOOC
X
X
X
3
CSE
1
CS5401XX
Elective-II/MOOC
X
X
X
3
CSE
1
CS5401XX
Elective-III/MOOC
X
X
X
3
CSE
1
CS540103
EAA-Sports/Innovative Project
0
0
2
1
CSE
1
CS540104
Technical Seminar and Report Writing
0
0
2
1
CSE
2
CS540201
Natural Language Processing
3
0
2
4
CSE
2
CS540202
Deep Learning
3
0
2
4
CSE
2
CS540203
Data Visualization Techniques
2
0
2
3
CSE
2
CS5402XX
Elective-IV/MOOC
X
X
X
3
CSE
2
CS5402XX
Elective-V/MOOC
X
X
X
3
CSE
2
CS5402XX
Elective-VI/MOOC
X
X
X
3
CSE
2
CS540204
EAA-Swachha Bharat Mission (SBM)
0
0
2
1
CSE
3
CS540301
Project/Dissertation (to be continued in 4th Sem)
0
0
20
10
CSE
4
CS540401
Project/Dissertation
0
0
24
12
CSE
EL
CS54XX05
Adversarial ML
3
0
0
3
CSE
EL
CS54XX06
Digital Signal Processing
3
0
0
3
CSE
EL
CS54XX07
IOT Systems
2
0
2
3
CSE
EL
CS54XX08
Nature Inspired Computing
3
0
0
3
CSE
EL
CS54XX09
Image Processing Techniques
3
0
0
3
CSE
EL
CS54XX10
Bioinformatics
2
0
2
3
CSE
EL
CS54XX11
Information Retrieval
2
0
2
3
CSE
EL
CS54XX12
Computer Vision
3
0
0
3
CSE
EL
CS54XX13
Reinforcement Learning
2
0
2
3
CSE
EL
CS54XX14
Social Networks
2
0
2
3
CSE
EL
CS54XX15
Recommendation Systems
3
0
0
3
CSE
EL
CS54XX16
Speech Processing
2
0
2
3
CSE
EL
CS54XX17
Malware Analysis
2
0
2
3
CSE
EL
CS54XX18
Network Security
2
0
2
3
CSE
EL
CS54XX19
Intrusion Detection
2
0
2
3
CSE
EL
CS54XX20
Time Series Analysis
2
0
2
3
CSE
EL
CS54XX21
Big Data Analytics
2
0
2
3
CSE
EL
CS54XX22
Multimedia Systems
3
0
0
3
CSE
EL
CS54XX23
Biometric Security
3
0
0
3
CSE
EL
CS54XX0747
Federated Learning
3
0
0
3
CSE
EL
CS54XX50
Knowledge Representation & Reasoning
3
0
0
3
CSE
EL
CS54XX46
Decision Support Systems
3
0
0
3
CSE
EL
HSXXXXX
Intellectual Property Rights
3
0
0
3
CSE
EL
CS54XX24
Blockchain Technology
3
0
0
3
CSE
EL
CS54XX25
Cloud Computing Security
3
0
0
3
CSE
EL
CS54XX26
Cyber laws and rights
3
0
0
3
CSE
EL
CS54XX27
Cyber Security
3
0
0
3
CSE
EL
CS54XX28
Data Visualization
2
0
2
3
CSE
EL
CS54XX29
Deep Learning Algorithms
2
0
2
3
CSE
EL
CS54XX30
Digital Watermarking and Steganography
3
0
0
3
CSE
EL
CS54XX31
Distributed System Design
3
0
0
3
CSE
EL
CS54XX32
Embedded System and Hardware Security
3
0
0
3
CSE
EL
CS54XX33
Ethical Hacking
2
0
2
3
CSE
EL
CS54XX34
Information Theory and Coding
3
0
0
3
CSE
EL
CS54XX35
Mathematical Foundations for Information Security
3
0
0
3
CSE
EL
CS54XX36
Natural Language Processing Technique
2
0
2
3
CSE
EL
CS54XX37
Pattern Recognition Technique
2
0
2
3
CSE
EL
CS54XX38
Privacy and Security for Online Social Networks
3
0
0
3
CSE
EL
CS54XX39
Secure Software Systems
2
0
2
3
CSE
EL
CS54XX40
Soft Computing
3
0
0
3
CSE
EL
CS54XX41
Software Defined Networks
3
0
0
3
CSE
EL
CS54XX42
Ubiquitous Computing
3
0
0
3
CSE
EL
CS54XX43
Wireless & Mobile Security
3
0
0
3
CSE
EL
CS54XX49
Human Computer Interaction
3
0
0
3
CSE
EL
CS54XX50
Approximation Algorithms
3
0
0
3
CSE
EL
CS54XX51
Mobile Applications Development
2
0
2
3
CSE
EL
CS54XX48
Game Theory
3
0
0
3
CSE
EL
CS54XX45
Computational Geometry
3
0
0
3