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Education, Information, It, Skill Mar 19, 2025 0

M-Tech in AI – Starting 2024 @ IIT-KGP

Admission:

  • GATE: DA, CS, EC & EE

Qualifying Disciplines:

  • All Branches of Engineering

INDIAN INSTITUTE OF TECHNOLOGY KHARAGPUR

  • Access to High Computing Facilities

  • Options to Convert to Direct PhD

  • Options for Diverse Research Project

 Overview: M-Tech in AI

Duration Semester Key Courses/Activities
6 months Semester 1 Core: 2 Subjects + 2 Labs; Elective: 2 Depth + 1 Breadth
1 year Semester 2 Foundations of ML, Algorithms and Math Basics, Linear Algebra for AI/ML-DE, Statistics for AI/ML-DE
1.5 years Semester 3 AI/ML Basics: Artificial Intelligence, Deep Learning, Graph ML-DE, Graphical and Generative Models-DE, Big Data Processing-DE, Advanced Learning in AI-DE, Interpretable ML-DE
2 years Semester 4 Theory of AI: Core: 2 Subjects + 1 Lab + M.Tech Project (MTP) 1; Elective: 2 Depth + 1 Depth/Breadth
DE = Depth Elective

Thematics & Applied Areas:

  1. Manufacturing-DE

  2. Economics-DE

  3. Robot Autonomy-DE

  4. Visual Computing-DE

  5. Earth System Sciences-DE

  6. Knowledge & Web-DE

  7. Cyber Physical Systems-DE

  8. Secure & Dependable AI-DE

Lab Courses:

  • Data Engineering Lab

  • Machine Learning Lab

  • Deep Learning Lab

Project Options:

  • Natural Language Processing & Information Retrieval

  • Robotics & Cyber Physical Systems

  • Climate, Smart Cities & Agriculture

  • Visual Computing

  • Explainable, Interpretable & Responsible AI

Additional Information:

  • Summer Internship + MTP 2, MTP 3

  • Centre of Excellence in AI (Estd: 2018)

  • Location: IIT Kharagpur, West Bengal, India

  • Website: www.ai.iitkgp.ac.in

  • Contact: (+91) 34444 14531 | head@cai.iitkgp.ac.in

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