NPTEL-NOC IITM Courses

1D Finite Element Method: Wave Equation Basis and Testing Functions - Lecture 1

Explore basis and testing functions for 1D Finite Element Method in solving the 1D Wave Equation, enhancing understanding of numerical methods in computational physics.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Performance Measures

Explore key performance measures and their applications in business analysis and decision-making processes.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Diagnostics to Improve Linear Model Fit - OLS Analysis and Residual Plots

Explore techniques to enhance linear model fit through residual analysis, normality checks, and outlier detection in OLS regression.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Experimentally Investigating the Hall-Petch Relationship

Explore the Hall-Petch relationship through experimental investigation, gaining insights into material strength and grain size correlation.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Cross Validation in Machine Learning - Bias-Variance Trade-off and Validation Techniques

Learn cross-validation techniques for model evaluation, including bias-variance trade-off, validation set approach, LOOCV, and k-fold CV, to improve predictive performance.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Energy Demand - Part I: Basic Concepts in Economics

Explore fundamental economic concepts related to energy demand, laying the groundwork for understanding market dynamics and consumption patterns.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Graphene: A 2D Nanomaterial

Explore graphene's unique properties and applications as a 2D nanomaterial, uncovering its potential in various fields of science and technology.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Multiple Linear Regression

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

• YouTube
• 39 minutes
• On-Demand
• Free Video

Predictive Modelling

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

• YouTube
• 24 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video