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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
CS012801
Mathematical Foundations of Data Science
3
0
2
4
CSE
1
CS012802
Pattern Recognition
3
0
2
4
CSE
1
CS0128XX
Elective-I/MOOC
X
X
X
3
CSE
1
CS0128XX
Elective-II/MOOC
X
X
X
3
CSE
1
CS0128XX
Elective-III/MOOC
X
X
X
3
CSE
1
EA012801
EAA-Sports/Innovative Project
0
0
2
1
CSE
1
CS012803
Technical Seminar and Report Writing
0
0
2
1
CSE
2
CS022801
Natural Language Processing
3
0
2
4
CSE
2
CS022802
Deep Learning
3
0
2
4
CSE
2
CS022803
Data Visualization Techniques
2
0
2
3
CSE
2
CS0228XX
Elective-IV/MOOC
X
X
X
3
CSE
2
CS0228XX
Elective-V/MOOC
X
X
X
3
CSE
2
CS0228XX
Elective-VI/MOOC
X
X
X
3
CSE
2
EA022801
EAA-Swachha Bharat Mission (SBM)
0
0
2
1
CSE
3
CS032801
Project/Dissertation (to be continued in 4th Sem)
0
0
20
10
CSE
4
CS042801
Project/Dissertation
0
0
24
12
CSE
EL
CSXX2805
Adversarial ML
3
0
0
3
CSE
EL
CSXX2806
Digital Signal Processing
3
0
0
3
CSE
EL
CSXX2807
IOT Systems
2
0
2
3
CSE
EL
CSXX2808
Nature Inspired Computing
3
0
0
3
CSE
EL
CSXX2809
Image Processing Techniques
3
0
0
3
CSE
EL
CSXX2810
Bioinformatics
2
0
2
3
CSE
EL
CSXX2811
Information Retrieval
2
0
2
3
CSE
EL
CSXX2812
Computer Vision
3
0
0
3
CSE
EL
CSXX2813
Reinforcement Learning
2
0
2
3
CSE
EL
CSXX2814
Social Networks
2
0
2
3
CSE
EL
CSXX2815
Recommendation Systems
3
0
0
3
CSE
EL
CSXX2816
Speech Processing
2
0
2
3
CSE
EL
CSXX2817
Malware Analysis
2
0
2
3
CSE
EL
CSXX2818
Network Security
2
0
2
3
CSE
EL
CSXX2819
Intrusion Detection
2
0
2
3
CSE
EL
CSXX2820
Time Series Analysis
2
0
2
3
CSE
EL
CSXX2821
Big Data Analytics
2
0
2
3
CSE
EL
CSXX2822
Multimedia Systems
3
0
0
3
CSE
EL
CSXX2823
Biometric Security
3
0
0
3
CSE
EL
CSXX2847
Federated Learning
3
0
0
3
CSE
EL
CSXX2850
Knowledge Representation & Reasoning
3
0
0
3
CSE
EL
CSXX2846
Decision Support Systems
3
0
0
3
CSE
EL
HSXXXXX
Intellectual Property Rights
3
0
0
3
CSE
EL
CSXX2824
Blockchain Technology
3
0
0
3
CSE
EL
CSXX2825
Cloud Computing Security
3
0
0
3
CSE
EL
CSXX2826
Cyber laws and rights
3
0
0
3
CSE
EL
CSXX2827
Cyber Security
3
0
0
3
CSE
EL
CSXX2828
Data Visualization
2
0
2
3
CSE
EL
CSXX2829
Deep Learning Algorithms
2
0
2
3
CSE
EL
CSXX2830
Digital Watermarking and Steganography
3
0
0
3
CSE
EL
CSXX2831
Distributed System Design
3
0
0
3
CSE
EL
CSXX2832
Embedded System and Hardware Security
3
0
0
3
CSE
EL
CSXX2833
Ethical Hacking
2
0
2
3
CSE
EL
CSXX2834
Information Theory and Coding
3
0
0
3
CSE
EL
CSXX2835
Mathematical Foundations for Information Security
3
0
0
3
CSE
EL
CSXX2836
Natural Language Processing Technique
2
0
2
3
CSE
EL
CSXX2837
Pattern Recognition Technique
2
0
2
3
CSE
EL
CSXX2838
Privacy and Security for Online Social Networks
3
0
0
3
CSE
EL
CSXX2839
Secure Software Systems
2
0
2
3
CSE
EL
CSXX2840
Soft Computing
3
0
0
3
CSE
EL
CSXX2841
Software Defined Networks
3
0
0
3
CSE
EL
CSXX2842
Ubiquitous Computing
3
0
0
3
CSE
EL
CSXX2843
Wireless & Mobile Security
3
0
0
3
CSE
EL
CSXX2849
Human Computer Interaction
3
0
0
3
CSE
EL
CS54XX50
Approximation Algorithms
3
0
0
3
CSE
EL
CSXX2851
Mobile Applications Development
2
0
2
3
CSE
EL
CSXX2848
Game Theory
3
0
0
3
CSE
EL
CSXX2845
Computational Geometry
3
0
0
3