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

B.Tech and M.Tech Dual Degree (Computer Science and Engineering with Specialization in Data Science) – Syllabus

Dept.
Sem / Electives
Course Code
Course Title
L
T
P
Credits
CSE
1
CS14102
Programming in C
3
0
2
4
CSE
1
MA14102
Engineering Mathematics I
3
1
0
4
CSE
1
CH14101
Engineering Chemistry
3
0
2
4
CSE
1
EC14102
Digital Design
2
0
2
3
CSE
1
CS14106
Information Technology Workshop
3
0
2
4
CSE
1
EAA14102
EAA -II Swachha Bharat Mission (SBM)
0
0
2
1
CSE
2
CS24107
Web Technology
3
0
2
4
CSE
2
HS24101
Communicative English
3
0
2
4
CSE
2
PH24101
Engineering Physics
3
0
2
4
CSE
2
CS24108
Computer Organization
3
0
2
4
CSE
2
MA24102
Engineering Mathematics II
3
0
0
3
CSE
2
EAA24101
EAA - I Sports/Innovative Project/NCC/NSS
0
0
2
1
CSE
3
CS34104
Data Structures
3
0
2
4
CSE
3
CS34105
Object Oriented Programming
2
0
2
3
CSE
3
CS34109
Database Management Systems
3
0
2
4
CSE
3
CS34110
Discrete Mathematics and Graph Theory
3
0
0
3
CSE
3
CS34111
Operating Systems
3
0
2
4
CSE
3
HS34151
Social and Professional Ethics
3
0
0
3
CSE
4
CS44112
Artificial Intelligence
3
0
2
4
CSE
4
CS44113
Computer Networks
3
0
2
4
CSE
4
CS44114
Automata Theory and Compiler Design
3
0
2
4
CSE
4
CS44115
Design and Analysis of Algorithms
3
0
2
4
CSE
4
OP44XXX
Open Electives-1
X
X
X
3
CSE
5
CS54116
Software Engineering
3
0
2
4
CSE
5
CS54117
Internet of Things
3
0
2
4
CSE
5
CS54118
Machine Learning
3
0
2
4
CSE
5
CS54119
Information Security
3
0
0
3
CSE
5
CS54XXX
Dept Elective - I
X
X
X
3
CSE
5
OP54XXX
MOOC
X
X
X
3
CSE
6
CS64120
Data Mining
3
0
2
4
CSE
6
CS64121
Cloud Computing
3
0
0
3
CSE
6
CS641XX
Dept. Elective - II
X
X
X
3
CSE
6
OP64XXX
MOOC
X
X
X
3
CSE
6
CS64123
Project
0
0
12
6
CSE
7
CS74127
Mathematical Foundations of Data Science
3
0
2
4
CSE
7
CS74128
Pattern Recognition
3
0
2
4
CSE
7
CS74XXX
Dept. Elective-I
X
X
X
3
CSE
7
CS74XXX
Dept. Elective-II
X
X
X
3
CSE
7
CS74XXX
MOOC
X
X
X
3
CSE
7
CS74129
Technical Seminar and Report Writing
0
0
4
2
CSE
8
CS84130
Natural Language Processing
3
0
2
4
CSE
8
CS84131
Deep Learning
3
0
2
4
CSE
8
CS84132
Data Visualization Techniques
3
0
2
4
CSE
8
CS84XXX
Dept. Elective-III
X
X
X
3
CSE
8
CS84XXX
Dept Elective-IV
X
X
X
3
CSE
8
CS84XXX
MOOC
X
X
X
3
CSE
EL
CSX4171
Adversarial ML
3
0
0
3
CSE
EL
CSX4172
Digital Signal Processing
3
0
0
3
CSE
EL
CSX4173
IOT Systems
2
0
2
3
CSE
EL
CSX4174
Nature Inspired Computing
3
0
0
3
CSE
EL
CSX4175
Image Processing Techniques
3
0
0
3
CSE
EL
CSX4176
Bioinformatics
2
0
2
3
CSE
EL
CSX4177
Information Retrieval
2
0
2
3
CSE
EL
CSX4178
Computer Vision
3
0
0
3
CSE
EL
CSX4179
Reinforcement Learning
2
0
2
3
CSE
EL
CSX4180
Social Networks
2
0
2
3
CSE
EL
CSX4181
Recommendation Systems
3
0
0
3
CSE
EL
CSX4182
Speech Processing
2
0
2
3
CSE
EL
CSX4183
Malware Analysis
2
0
2
3
CSE
EL
CSX4184
Network Security
2
0
2
3
CSE
EL
CSX4185
Intrusion Detection
2
0
2
3
CSE
EL
CSX4186
Time Series Analysis
2
0
2
3
CSE
EL
CSX4187
Big Data Analytics
2
0
2
3
CSE
EL
CSX4188
Multimedia Systems
3
0
0
3
CSE
EL
CSX4189
Biometric Security
3
0
0
3
CSE
EL
CSX4190
Federated Learning
3
0
0
3
CSE
EL
CSX4191
Knowledge Representation & Reasoning
3
0
0
3
CSE
EL
CSX4192
Decision Support Systems
3
0
0
3
CSE
EL
HSXXXXX
Intellectual Property Rights
3
0
0
3
CSE
EL
CSX4260
Blockchain Technology
3
0
0
3
CSE
EL
CSX4261
Cloud Computing Security
3
0
0
3
CSE
EL
CSX4262
Cyber laws and rights
3
0
0
3
CSE
EL
CSX4263
Cyber Security
3
0
0
3
CSE
EL
CSX4264
Data Visualization
2
0
2
3
CSE
EL
CSX4265
Deep Learning Algorithms
2
0
2
3
CSE
EL
CSX4266
Digital Watermarking and Steganography
3
0
0
3
CSE
EL
CSX4267
Distributed System Design
3
0
0
3
CSE
EL
CSX4268
Embedded System and Hardware Security
3
0
0
3
CSE
EL
CSX4269
Ethical Hacking
2
0
2
3
CSE
EL
CSX4270
Information Theory and Coding
3
0
0
3
CSE
EL
CSX4271
Mathematical Foundations for Information Security
3
0
0
3
CSE
EL
CSX4272
Natural Language Processing Technique
2
0
2
3
CSE
EL
CSX4273
Pattern Recognition Technique
2
0
2
3
CSE
EL
CSX4274
Privacy and Security for Online Social Networks
3
0
0
3
CSE
EL
CSX4275
Secure Software Systems
2
0
2
3
CSE
EL
CSX4276
Soft Computing
3
0
0
3
CSE
EL
CSX4277
Software Defined Networks
3
0
0
3
CSE
EL
CSX4278
Ubiquitous Computing
3
0
0
3
CSE
EL
CSX4279
Wireless & Mobile Security
3
0
0
3
CSE
EL
CSX4280
Human Computer Interaction
3
0
0
3
CSE
EL
CSX4281
Approximation Algorithms
3
0
0
3
CSE
EL
CSX4282
Mobile Applications Development
2
0
2
3
CSE
EL
CSX4283
Game Theory
3
0
0
3
CSE
EL
CSX4284
Computational Geometry
3
0
0
3