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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
CS010801
Programming in C
3
0
2
4
CSE
1
MC010801
Engineering Mathematics I
3
1
0
4
CSE
1
CT010801
Engineering Chemistry
3
0
2
4
CSE
1
EC010801
Digital Design
2
0
2
3
CSE
1
CS010802
Information Technology Workshop
3
0
2
4
CSE
1
EA010801
EAA -II Swachha Bharat Mission (SBM)
0
0
2
1
CSE
2
CS020801
Web Technology
3
0
2
4
CSE
2
HS020801
Communicative English
3
0
2
4
CSE
2
AP020801
Engineering Physics
3
0
2
4
CSE
2
CS020802
Computer Organization
3
0
2
4
CSE
2
MC020801
Engineering Mathematics II
3
0
0
3
CSE
2
EA020801
EAA - I Sports/Innovative Project/NCC/NSS
0
0
2
1
CSE
3
CS030801
Data Structures
3
0
2
4
CSE
3
CS030802
Object Oriented Programming
2
0
2
3
CSE
3
CS030803
Database Management Systems
3
0
2
4
CSE
3
CS030804
Discrete Mathematics and Graph Theory
3
0
0
3
CSE
3
CS030805
Operating Systems
3
0
2
4
CSE
3
HS030801
Social and Professional Ethics
3
0
0
3
CSE
4
CS040801
Artificial Intelligence
3
0
2
4
CSE
4
CS040802
Computer Networks
3
0
2
4
CSE
4
CS040803
Automata Theory and Compiler Design
3
0
2
4
CSE
4
CS040804
Design and Analysis of Algorithms
3
0
2
4
CSE
4
CS0408XX
Dept Elective - I
X
X
X
3
CSE
5
CS050801
Software Engineering
3
0
2
4
CSE
5
CS050802
Internet of Things
3
0
2
4
CSE
5
CS050803
Machine Learning
3
0
2
4
CSE
5
CS050804
Information Security
3
0
0
3
CSE
5
OP44XXX
OP0508XX
X
X
X
3
CSE
5
OP54XXX
MOOC
X
X
X
3
CSE
6
CS060801
Data Mining
3
0
2
4
CSE
6
CS060802
Cloud Computing
3
0
0
3
CSE
6
CS0608XX
Dept. Elective - II
X
X
X
3
CSE
6
OP0608XX
MOOC
X
X
X
3
CSE
6
CS060803
Project
0
0
12
6
CSE
7
CS070801
Mathematical Foundations of Data Science
3
0
2
4
CSE
7
CS070802
Pattern Recognition
3
0
2
4
CSE
7
CS0608XX
Dept. Elective-II
X
X
X
3
CSE
7
CS74XXX
MOOC
X
X
X
3
CSE
7
CS070803
Technical Seminar and Report Writing
0
0
4
2
CSE
8
CS080801
Natural Language Processing
3
0
2
4
CSE
8
CS080802
Deep Learning
3
0
2
4
CSE
8
CS080803
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
9
CS090801
Industrial Training / Project (to be continued in 10th Sem)
0
0
40
20
CSE
10
CS100801
Industrial Training / Project
0
0
40
20
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