BTech Curriculum

Semester I
Course ID Course Name Credits
MA1010 Calculus I 1
MA1220 Calculus II 2
AI1001 Introduction to AI & ML 1
AI1002 Introduction to Drones 1
CS1310 Discrete Structures I 2
ID1054 Digital Fabrication 2
ID1035 Independent Project 1
ID1303 Introduction to Programming 2
ID1330 Applied Digital Logic Design 1
PH/CY Science Elective 1
LA/CA Elective 1
Total 15


Semester II
Course ID Course Name Credits
MA1130 Vector Calculus 1
AI1101 Matrix Theory 3
MA1150 Differential Equations 1
CS1340 Discrete Structures II 2
CS1353 Introduction to Data Structures 3
ID1370 Digital Signal Processing 1
AI1102 Data Analytics 2
AI1105 IDP 1
PH/CY Science Elective 1
LA/CA Elective 1
Total 16


Semester III
Course ID Course Name Credits
MA2120 Transforms 1
MA4020 Linear Algebra 3
AI2001 Pattern Recognition & Machine Learning 3
AI2002 Introduction to Robotics 1
CS2400 Principles of Programming Languages I 1
CS3510 OS I 1
CS2323 Computer Architecture 2
EE2230 Random Processes 1
AI2004 IoT 1
AI2003 Principles of Industry 4.0 1
AI2005 IDP 1
Total 16


Semester IV
Course ID Course Name Credits
CS2443 Algorithms 3
CS2420 Intro to Complexity Theory 1
CS3523 OS II 3
EE2340 Information Sciences 1
AI2101 Optimization Methods in ML 3
AI2101 Deep Learning 3
AI2103 Robot Kinematics and Dynamics 2
AI2105 IDP 1
Total 17


Semester V
Course ID Course Name Credits
AI3001 Statistical Learning Theory 2
AI3002 Kernel Methods for Machine Learning 1
AI3003 Representation Learning 2
AI3004 Reinforcement Learning 2
AI3005 Machine Diagnostics 2
CS3550 DBMS I 2
CS3530 Computer Networks I 1
PH/CY Science Elective 1
FE Free Electives 2
LA/CA Elective 1
Total 16


Semester VI
Course ID Course Name Credits
AI3101 Data Visualization 1
AI3102 Sequence Models 1
AI3103 Big Data - Tools & Techniques 2
AI/CS/EE/MA Department Electives 3
CS3543 Computer Networks II 3
AI3105 IDP 1
FE Free Electives 3
LA/CA Elective 1
Total 15


Semester VII
Course ID Course Name Credits
CS/EE/MA Dept. Electives 8
PH/CY Science Elective 1
FE Free Electives 3
LA/CA Electives 3
Total 15


Semester VIII
Course ID Course Name Credits
CS/EE/MA Dept. Electives 8
PH/CY Science Elective 1
FE Free Electives 3
LA/CA Ethics & Values 1
LA/CA Electives 2
Total 15


Summary
Course Type Sem I Sem II Sem III Sem IV Sem V Sem VI Sem VII Sem VIII Total
AI Core 2 6 7 9 9 5 0 0 38
AI Elective 0 0 0 0 0 3 8 8 19
CS 2 5 4 8 2 3 0 0 24
EE 0 0 1 1 0 0 0 0 2
LA/CA 1 1 0 0 1 1 3 3 10
FE 0 0 0 0 2 3 3 3 11
Science 4 3 4 0 1 0 1 1 14
ID 6 1 0 0 0 0 0 0 7
Total 15 16 16 17 16 15 15 15 125


Electives

Human Computer Interaction
(At least 1 from the following)
Computer Vision
Natural Language Processing
Speech Systems


Smart Industry
(At least 2 from the following)
Computer Integrated Manufacturing
Robot Kinematics and Dynamics
Machine Diagnostics and Condition Monitoring
Mathematical Elements of Geometrical Modeling


Big Data Analysis
(At least 2 from the following)
Predictive Analysis
Information Retrieval and Web Search
Bayesian Data Analysis
Numerical linear algebra for data analysis
Applied Time-Series Analysis
Graph Analytics for Big Data
Distributed Systems
Cloud Computing
Machine Learning with Big Data


Blockchain and Cyber Security
(At least 1 from the following)
Principles of Cyber Security
Computer Forensics
Bitcoins and Cryptocurrencies
Cryptography
Randomized Algorithms


BioTech
(At least 1 from the following)
Bioinformatics
Gene Editing
Applications of AI in Healthcare