M.Tech. Programs: General Structure


Year Semester I Semester II
Course Credits Course Credits
I Research Methods-I 5 Research Methods-II 5
Discipline Course-I 5 Interdisciplinary Course-I 5
Discipline Course-II 5 Interdisciplinary Course-II 5
Discipline Course-III 5 Elective-I 5
Discipline Course-IV 5 Elective-II 5
Total Credits 25 Total Credits 25
Summer
II Elective-III 5 Internship/Thesis 20
Elective-IV 5
Special Project 10
Total Credits 20 Total Credits 20
Total Units for the Program 90

Note: Program structure is tentative, subject to change.

List of Courses for the M.Tech Programs at IcfaiTech

M.Tech. (Data Analytics)
S.No Discipline Course
1 Research Methods I
2 Principles of Data Analytics
3 Marketing & Fraud Analytics
4 Time Series Analysis & Its Applications
5 Digital Marketing Analytics
6 Research Methods II
Interdisciplinary Courses
1 Decision Theory & Statistical Inference
2 Applied Machine Learning
Electives
1 Web Analytics
2 Financial Analytics
3 Credit & Insurance Risk Analysis
4 Health Analytics
5 Real Time Analytics
6 Information Visualization
M.Tech. (IoT)
S.No Discipline Course
1 Research Methods I
2 Communication Protocols in IoT
3 Platforms & Tools for Application Development in IoT
4 Cloud, Edge & Fog Computing with IoT
5 Web of Things
6 Research Methods II
Interdisciplinary Courses
1 Data Analytics with IoT
2 Security & Privacy in Wireless Internet of Things
Electives
1 Introduction to Industrial IoT
2 IoT for Health Care
3 Semantic Web
4 Software Defined Networking
5 Sensors, Actuators & Signal Processing
6 Smart Irrigation

M.Tech. (Product Design)
S.No Discipline Course
1 Research Methods I
2 Product Design
3 Design Engineering
4 Advanced Machine Design
5 Design for Manufacture
6 Research Methods II
Interdisciplinary Courses
1 Artificial Intelligence
2 Embedded Systems Design
Electives
1 Mechanisms Design
2 Industrial Design
3 Mobility & Vehicle Design
4 Finite Element Methods
5 Collaborative Design
6 Computer Aided Engineering
7 Advanced Mechanics of Solids
8 Theory of Vibration
9 Digital Imagining & 3D Printing
10 Design of Experiment
M.Tech. (Machine Learning)
S.No Discipline Course
1 Research Methods I
2 Applied Machine Learning
3 Natural Language Processing & Cognitive Computing
4 Deep Learning
5 Reinforcement Learning
6 Research Methods II
Interdisciplinary Courses
1 Recommender System Using Machine Learning
2 Computational Intelligence
Electives
1 Algorithmic Complexity
2 Computational Aspects of Robotics
3 Computational Genomics
4 Image Processing & Detecting Anomalies
5 Pattern Recognition & Computer Vision
6 Real Time Intelligent Systems

M.Tech. (Robotics)
S.No Discipline Course
1 Research Methods I
2 Robotics: Analysis & Systems
3 Drives & Control Systems for Automation
4 Sensors Applications in Robotics
5 Robotic Engineering Applications
6 Research Methods II
Interdisciplinary Courses
1 Analytics in IoT
2 Applied Machine Learning
Electives
1 Advances in Robotics
2 Bio-Robotics
3 Finite Element Methods
4 Automation Manufacturing
5 Computer Aided Engineering
6 Embedded Systems
7 Automatic Control Systems
8 Digital Image Processing
9 Human Computer Interaction
10 Robotics Science & Systems