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

B.Tech in Artificial Intelligence and Data Science – Syllabus

Dept.
Sem / Electives
Course Code
Course Title
L
T
P
Credits
CSE
1
CS010201
Programming in C
3
0
2
4
MCT
1
MC010201
Mathematical Foundation for AI
3
1
0
4
ME
1
ME010201
Engineering Graphics
2
0
2
3
ECE
1
EC010201
Digital Design
2
0
2
3
HSS
1
HS010201
Professional Communication and Technical Writing
2
1
2
4
CSE
1
EA010201
EAA-II Swachha Bharat Mission (SBM)
0
0
2
1
CSE
2
CS020201
Introduction of Data Science
3
0
2
4
CSE
2
CS020202
Software Systems
3
0
2
4
APME
2
PH020201
Engineering Physics
3
0
2
4
CSE
2
CS020203
Computer Organization
3
0
2
4
MCT
2
MC020201
Probability and Statistics for AI
3
1
0
4
CSE
2
EA020201
EAA - I Sports/Innovative Project/NCC/NSS
0
0
2
1
CSE
3
CS030201
Data Structures
3
0
2
4
CSE
3
CS030202
Python for AI and Data Science
3
0
2
4
CSE
3
CS030203
Database Management Systems
3
0
2
4
CSE
3
CS030204
Discrete Mathematics and Graph Theory
3
0
0
3
CSE
3
CS030205
Operating Systems
3
0
2
4
CSE
4
CS040201
Artificial Intelligence
3
0
2
4
CSE
4
CS040202
Optimization Techniques
3
0
2
4
CSE
4
CS040203
Soft Computing
3
0
2
4
CSE
4
CS040204
Design and Analysis of Algorithms
3
0
2
4
CSE
4
CS0402XX
Deptt. Elective-I
X
X
X
3
CSE
4
CS040205
Professional Ethics and AI
3
0
0
3
CSE
5
CS050201
Computer Networks
3
0
2
4
CSE
5
CS050202
Natural Language Processing
3
0
2
4
CSE
5
CS050203
Machine Learning
3
0
2
4
CSE
5
CS050204
Information Security
3
0
0
3
CSE
5
OP0502XX
Open Elective -I
X
X
X
3
CSE
5
CS0502XX
Dept. Elective - II / MOOC
X
X
X
3
CSE
6
CS060201
Pattern and Visual Recognition
3
0
2
4
CSE
6
CS060202
Deep Learning
3
0
2
4
CSE
6
CS0602XX
Dept. Elective - III
X
X
X
3
CSE
6
CS0602XX
Dept. Elective - IV /MOOC
X
X
X
3
CSE
6
CS060203
Project
0
0
12
6
CSE
7
CS070201
Generative AI
3
0
2
4
CSE
7
CS070202
Reinforcement Learning
3
0
2
4
CSE
7
CS0702XX
Dept Elective -V
X
X
X
3
CSE
7
CS0702XX
Dept Elective -VI/ MOOC
X
X
X
3
CSE
7
CS070203
Industrial Training
-
-
-
2
CSE
7
CS070204
Research Project - I
0
0
8
4
CSE
8
CS080201
Research Project - II*
0
0
36
18
CSE
8
CS080202
Comprehensive Viva Voce
-
-
-
2
CSE
Elective
CSXX0231
Statistical Learning Theory
X
X
X
3
CSE
Elective
CSXX0232
Kernel Methods for ML
X
X
X
3
CSE
Elective
CSXX0233
Bayesian Data Analysis
X
X
X
3
CSE
Elective
CSXX0234
Nonlinear Control Techniques
X
X
X
3
CSE
Elective
CSXX0235
Game Theory and Mechanism Design
X
X
X
3
CSE
Elective
CSXX0236
Submodular Functions
X
X
X
3
CSE
Elective
CSXX0237
Explainability in AI
X
X
X
3
CSE
Elective
CSXX0238
Theory of Learning and Kernel Methods
X
X
X
3
CSE
Elective
CSXX0239
Probability in Computing
X
X
X
3
CSE
Elective
CSXX0240
Information Retrieval
X
X
X
3
CSE
Elective
CSXX0241
Advanced Topics in Natual Language Processing
X
X
X
3
CSE
Elective
CSXX0242
Time Series Analysis
X
X
X
3
CSE
Elective
CSXX0243
Video Content Analysis
X
X
X
3
CSE
Elective
CSXX0244
Digital Image Processing
X
X
X
3
CSE
Elective
CSXX0245
Fraud Analytics Using Predictive and Social Network Techniques
X
X
X
3
CSE
Elective
CSXX0246
Data Mining
X
X
X
3
CSE
Elective
CSXX0247
Text-to-Speech Systems for Indian Languages
X
X
X
3
CSE
Elective
CSXX0248
Advanced Topics in Machine Learning
X
X
X
3
CSE
Elective
CSXX0249
Visual Big Data Analytics
X
X
X
3
CSE
Elective
CSXX0250
Distributed Computing
X
X
X
3
CSE
Elective
CSXX0251
Sclable Algorithms for data Analysis
X
X
X
3
CSE
Elective
CSXX0252
Algebro-Geometric Methods in Data Analysis: Theory, Applications and Algorithms
X
X
X
3
CSE
Elective
CSXX0253
Tensor: Techniques, Algorithms and Applications
X
X
X
3
CSE
Elective
CSXX0254
Mobile Robotics
X
X
X
3
CSE
Elective
CSXX0255
Artificial Intelligence in Biomedicine and Healthcare
X
X
X
3
CSE
Elective
CSXX0256
Machine Learning for Bioinformatics
X
X
X
3
CSE
Elective
CSXX0257
Statistical Inference Methods in Bioengineering
X
X
X
3
CSE
Elective
CSXX0258
Autonomous Navigation
X
X
X
3
CSE
Elective
CSXX0259
Theoritical and Computational Neuroscience
X
X
X
3
CSE
Elective
CSXX0260
Cyber Security and AI
X
X
X
3
CSE
Elective
CSXX0261
Information Theory and Coding
X
X
X
3
CSE
Elective
CSXX0262
Digital Signal Processing
X
X
X
3
CSE
Elective
CSXX0263
Advanced DSP
X
X
X
3
CSE
Elective
CSXX0264
Speech Processing
X
X
X
3
CSE
Elective
CSXX0265
Predictive Analysis
X
X
X
3
CSE
Elective
CSXX0266
Robotics
X
X
X
3
CSE
Elective
CSXX0267
Probabilistic Graphical Models
X
X
X
3
CSE
Elective
CSXX0268
Autonomous MultiAgent Systems
X
X
X
3
CSE
Elective
CSXX0269
Security Analytics
X
X
X
3
CSE
Elective
CSXX0270
Computer Graphics
X
X
X
3
CSE
Elective
CSXX0271
Biomedical Image Processing & Analysis
X
X
X
3
CSE
Elective
CSXX0272
Affective Computing and Interaction
X
X
X
3
CSE
Elective
CSXX0273
Multimedia Surveillance Systems
X
X
X
3
CSE
Elective
CSXX0274
IOT
X
X
X
3
CSE
Elective
CSXX0275
Design of Conversational Experiences
X
X
X
3
CSE
Elective
CSXX0276
Edge AI and Federated Learning
X
X
X
3
CSE
Elective
CSXX0277
MLOps
X
X
X
3
CSE
Elective
CSXX0278
Big Data Systems
X
X
X
3
CSE
Elective
CSXX0279
Computer Vision
X
X
X
3
CSE
Elective
CSXX0280
AI Security and Ethics
X
X
X
3