NPTEL-NOC IITM Courses

Method of Lines for Hyperbolic PDEs

Explore the Method of Lines technique for solving hyperbolic partial differential equations, enhancing your understanding of numerical methods in applied mathematics.

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

PINNs for Inverse Problems in Scientific Computing

Explore Physics-Informed Neural Networks (PINNs) and their application in solving inverse problems in scientific computing and engineering.

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

Physics Informed Neural Networks - Introduction

Explore the fundamentals of Physics Informed Neural Networks in this concise introduction.

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

Code Walkthrough for PINNs in Burgers Equation

Explore Physics-Informed Neural Networks (PINNs) applied to the Burgers equation through a detailed code walkthrough.

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

Simulation of Soil Liquefaction Using FLAC

Explore soil liquefaction simulation techniques using FLAC software, enhancing understanding of geotechnical engineering principles and practical applications.

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

Digital IC Design

Explore advanced concepts in digital integrated circuit design, focusing on modern techniques and methodologies used in creating complex digital systems.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Why Julia is the Future for Data Science Projects

Explore Julia's advantages for data science, including speed, economic viability, and reduced carbon footprint compared to R and Python.

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

Dynamic Panel Data Models: System GMM, Difference GMM, and Windmeijer Solution - Part 20

Explore System GMM, Difference GMM, and One/Two Step GMM techniques. Learn Windmeijer's solution for dynamic panel data modeling.

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

Dynamic Panel Data Model - Part XVIII: One-Step and Two-Step GMM Estimators

Explore one-step and two-step GMM estimators, comparing their differences and examining difference GMM and system GMM approaches for dynamic panel data analysis.

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

Case Studies from India: Implementation at National Level and National Reports

Explore case studies from India, examining national-level implementation and reports to gain insights into policy execution and outcomes.

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

Dynamic Panel Data Model: Lag Sensitivity and STATA Application - Part 16

Explore lag sensitivity in Dynamic Panel Data models and apply DPD techniques using STATA for advanced econometric analysis.

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

Dynamic Panel Data Model - Part 14

Explore advanced concepts in dynamic panel data modeling, focusing on key techniques and applications for econometric analysis.

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

Pooled Data and Panel Data Model Estimation - Part V

Explore panel data analysis techniques, including LSDV and Fixed Effects Models, for robust econometric estimation and inference.

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

Financing the SDGs and Global Funds - Implementation Planning, Capacity Building and Finance - Part 1

Explore financing strategies for Sustainable Development Goals, implementation planning, and capacity building in global development initiatives.

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

P4 Programming: Introduction to Software-Defined Networking - Lecture 1

Master P4 programming essentials, from key abstractions to custom actions and control flow, enhancing your network programming skills.

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