NPTEL-NOC IITM Courses

Multiple Linear Regression

Explore multiple linear regression techniques for analyzing relationships between multiple variables and predicting outcomes in statistical modeling.

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

Predictive Modelling

Explore predictive modeling techniques and applications for data-driven decision-making and forecasting in various domains.

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

Strength and Behavior of Masonry - Part II

Explore advanced concepts in masonry strength and behavior, building on foundational knowledge to deepen understanding of structural principles and design considerations.

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

Energy Demand - Part I: Decomposition Analysis and Parametric Approach

Explore decomposition analysis and parametric approaches for understanding energy demand, gaining insights into key factors influencing consumption patterns and forecasting methods.

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

Solving Data Analysis Problems - A Guided Thought Process

Learn a structured approach to tackle data analysis challenges, enhancing problem-solving skills and analytical thinking for more effective data-driven decision making.

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

Nanocomposites: Introduction to Ball Milling and Dispersion Techniques

Explore nanocomposites, ball milling techniques, and dispersion methods. Learn about limitations, planetary ball mills, and solutions to common problems in nanocomposite production.

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

Introduction to Green's Function - A One-Dimensional Example

Explore Green's Function through a one-dimensional example, gaining insights into this mathematical concept and its applications in physics and engineering.

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

2D Finite Element Method - Radiation Boundary Condition

Explore radiation boundary conditions in 2D finite element methods. Learn key concepts and applications for advanced numerical analysis in electromagnetic simulations.

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

Numerical Integration: Simple Numerical Integration

Learn simple numerical integration techniques for approximating definite integrals, enhancing computational skills in mathematical analysis.

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

Finite Difference Time Domain Methods: 2D FDTD Formulation and Stencil

Explore 2D FDTD formulation and stencil techniques in finite difference time domain methods for electromagnetic wave simulation.

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

Introduction to Green's Function: 2-D Wave Example - Finding Solution

Explore Green's Function for 2-D wave solutions, focusing on practical applications and problem-solving techniques in mathematical physics.

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

Finite Difference Time Domain Methods: Introduction to FDTD

Explore finite difference time domain methods and their application in electromagnetic simulations through an introduction to FDTD techniques.

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

Logistic Regression Implementation in R for Automotive Crash Testing

Implement logistic regression in R for automotive crash testing, from data preparation to model evaluation and prediction.

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

Superplasticity and the Nanoscale: Background

Explore superplasticity and its relation to nanoscale materials. Gain insights into background concepts and fundamental principles of this unique material property.

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

Energy as an Economic Resource - Energy Accounting

Explore energy accounting principles and understand energy as a vital economic resource. Gain insights into efficient resource management and sustainable practices.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video