NPTEL-NOC IITM Courses

Second Order Nonlinear Effects in Isotropic Media

Explore the origin of second order nonlinear effects in isotropic media, understanding fundamental principles and mechanisms behind these phenomena.

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

Evaluation of Unlearning and Graph Unlearning - Part 2

Explore evaluation methods for unlearning techniques including WMDP, TOFU, benchmark datasets, and graph unlearning applications.

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

Recap of Sum and Difference Frequency Generation, Second Harmonic Generation

Delve into the recap of sum and difference frequency generation concepts and explore the historical first demonstration of second harmonic generation.

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

Two-Way ANOVA: Math and Formulation

Explore the mathematical foundations and formulation techniques of Two-Way ANOVA in this concise statistical analysis lecture.

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

Posthumanism: Contexts I - Technologies

Explore the technological contexts of posthumanism, examining how technology influences and reshapes our understanding of human existence and future possibilities.

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

Basics of Neural Networks and PyTorch Part 2 - PyTorch Components for Training Neural Networks

Master PyTorch components for neural network training, including training loops and model save/load operations, with hands-on coding examples.

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

Ultrafast Molecular Fragmentation Dynamics - I

Explore the dissociation dynamics of HCl using time of flight in this lecture on ultrafast molecular fragmentation dynamics.

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

AI Capabilities Part 2 - Evolution of AI in Vision, Videos, Games and Languages

Explore the evolution of AI capabilities in vision, videos, games, and languages in this comprehensive overview.

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

Bias in Vision Language Models (VLMs)

Explore the critical issue of bias in Vision Language Models (VLMs) through this 26-minute lecture from NPTEL-NOC IITM, with accompanying materials for deeper understanding.

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

Bias in AI Systems - III

Explore bias in AI through stereoset, crowS pairs, and Auto Debias techniques for understanding and mitigating prejudice in language models.

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

Judicial Process vs. Mediation

Explore the key differences between judicial processes and mediation as alternative dispute resolution methods.

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

Mediation under Companies Act, 2013

Explore the process and legal framework of mediation as outlined in the Companies Act, 2013, understanding its application in corporate dispute resolution.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Introduction of Light Pulses

Discover the concept of light pulses, their properties, and fundamental principles in this comprehensive introduction by IIT professors.

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

Online Dispute Resolution

Explore the fundamentals of Online Dispute Resolution (ODR) and its applications in resolving conflicts through digital platforms.

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

Posthuman Bodies: Cyborgs 2 - Gender and Cyborgs

Explore the intersection of gender and cyborg identities in posthuman theory, examining how technology reshapes our understanding of gender in the posthuman era.

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