NPTEL-NOC IITM Courses

Alamouti's Space Time Code - MIMO and Transmit Diversity Techniques

Explore Alamouti's Space Time Code, including TX antenna diversity, MISO beamforming, channel capacity, and MIMO systems for wireless communications.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Vil Valaippu or The Bending of the Bow - Chapter 20

Explore the significant episode of "Vil Valaippu" (Bending of the Bow) in this detailed analysis from the Ramayana epic tradition.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Attention in Vision Models: An Introduction

Explore the concept of attention mechanisms in computer vision models and their fundamental principles in this introductory lecture.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Feedforward Neural Networks and Backpropagation - Part 2

Dive into the second part of feedforward neural networks and backpropagation concepts, continuing the exploration of these fundamental neural network mechanisms.

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

The Marriage of Draupadi - Chapter 21

Discover the fascinating story of Draupadi's marriage in this detailed exploration of a pivotal chapter from the Mahabharata epic.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Generative Adversarial Networks - Part 2

Dive into the second part of Generative Adversarial Networks (GANs), exploring advanced concepts and applications of this powerful machine learning technique.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Single User MIMO and Multi User MIMO

Explore MIMO technologies including MMSE Receiver, SVD, beamforming, and capacity concepts, comparing Multi-User MIMO with Massive MIMO implementations.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Generative Adversarial Networks - Part 1

Discover the fundamentals of Generative Adversarial Networks (GANs) in this introductory exploration of their architecture and functionality.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Introduction to Diffusion Models and DDPMs - Part 1

Discover the fundamentals of Diffusion Models and Denoising Diffusion Probabilistic Models (DDPMs) in this introductory session.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Improving Training of Neural Networks - Part 1

Discover effective techniques and strategies for enhancing neural network training performance in this first part of the series.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

CNNs for Object Detection: Two-Stage Models

Explore the fundamentals of two-stage CNN models for object detection in this concise NPTEL lecture.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Reverse Engineering Java and .NET Applications - Decompilers in Action

Discover how to reverse engineer Java & .NET applications through practical decompiler demonstrations in this 20-minute technical session.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Classification of Thermal Sensors

Explore the classification of temperature sensors including RTDs, pn-junction detectors, and thermistors in this concise overview.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

AI-Powered Tools for Content Generation and Analysis: Firefly, Audino

Explore AI-powered tools for content creation, including Firefly for text-to-image, InVideo for text-to-video, and Audino for speech processing, transcription, and content moderation.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Enduring Legacy of Cajal: Contributions to Neuroscience

Explore the artistic and scientific contributions of Santiago Ramón y Cajal through his detailed neuroanatomical drawings that revolutionized our understanding of the nervous system.

• YouTube
• 16 minutes
• Self-Paced
• Free Video