Indian Institute of Technology Madras Courses

Probability Foundation for Electrical Engineers

A rigorous graduate-level development of probability theory from axioms, with measure-theoretic foundations, convergence, expectation, and limit theorems.

• YouTube
• 1 day 14 hours
• Self-Paced
• Free Video

Linear Algebra

In this course, you will learn systems of linear equations, Matrices, Elementary row operations, Row-reduced echelon matrices. Vector spaces, Subspaces, Bases and dimension, Ordered bases and coordinates.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

Principles and Parameters in Natural Language

This course offers a view of human language as a rule-governed system. It will show how language is learned and how the human mind stores the structure of language. This course will introduce components of linguistics theory in a generative framework.

• YouTube
• 1 day 10 hours
• Self-Paced
• Free Video

Topics in Nonlinear Dynamics

Explore nonlinear dynamical behavior through phase-space flows, Hamiltonian dynamics, bifurcations, limit cycles, and discrete-time systems.

• YouTube
• 1 day 5 hours
• Self-Paced
• Free Video

Artificial Intelligence

An introduction to symbolic AI through state-space, heuristic, randomized, and game-search methods, planning, constraint satisfaction, and logic.

• YouTube
• 1 day 15 hours
• Self-Paced
• Free Video

Special - Select Topics in the Theory of Atomic Collisions

Prepares advanced students for theoretical atomic-physics research through quantum collision theory, many-electron correlations, and resonance-scattering methods.

• YouTube
• 1 day 17 hours
• Self-Paced
• Free Video

Semiconductor Device Modeling

Builds qualitative and drift-diffusion models of semiconductor devices, using energy-band diagrams and a nine-step framework before focusing on MOSFET behavior.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

Manufacturing Systems Management

Learn how cellular, just-in-time, synchronous, and flexible manufacturing systems are designed, scheduled, and coordinated.

• YouTube
• 1 day 10 hours
• Self-Paced
• Free Video

Ocean Structures and Materials

Explore how offshore and coastal structures are designed, built, protected, inspected, and repaired for demanding marine environments.

• YouTube
• 22 hours
• Self-Paced
• Free Video

Dynamics of Ocean Structures

Analyze how offshore structures respond dynamically to waves, wind, currents, and seismic excitation.

• YouTube
• 1 day 17 hours
• Self-Paced
• Free Video

Coastal Engineering

Learn to analyze coastal wave deformation and sediment transport, then design erosion protection measures, breakwaters, and other shore defense structures.

• YouTube
• 1 day 4 hours
• Self-Paced
• Free Video

Analog IC Design

Design transistor-level analog integrated circuits through feedback stability, op-amp architectures, noise analysis, regulators, references, and continuous-time and switched-capacitor filters.

• YouTube
• 2 days 3 hours
• Self-Paced
• Free Video

Gas Dynamics

This course discusses topics in gas dynamics. Review of fundamentals: concepts from fluid mechanics, basic thermodynamic relations. Compressible flow: the concept of waves in a fluid, mach waves, compression waves, expansion waves.

• YouTube
• 1 day 23 hours
• Self-Paced
• Free Video

Quantum Mechanics I

This course covers basic concepts of quantum mechanics and mathematical preliminaries, eigenvalues, expectation values, measurement and the uncertainty principle, time evolution of wavepackets, 1-dimensional potential well problems

• YouTube
• 1 day 12 hours
• Self-Paced
• Free Video

Select-Special Topics in Atomic Physics

Explore atomic structure through hydrogen-atom symmetries, relativistic effects, many-electron methods, scattering, photoionization, and Stark–Zeeman spectroscopy.

• YouTube
• 1 day 9 hours
• Self-Paced
• Free Video