NPTEL-NOC IITM Courses

Numerical Integration: Simple Numerical Integration

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

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

Introduction to Cylindrical Coordinate Systems - Lecture 6 Part A

Explore cylindrical coordinate systems, their applications, and fundamental concepts for solving complex spatial problems in mathematics and physics.

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

Nanosized Ferroelectrics

Explore nanosized ferroelectrics: properties, applications, and cutting-edge research in this fascinating field of materials science and nanotechnology.

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

Multivariate Optimization With Equality Constraints

Learn advanced techniques for solving optimization problems with equality constraints in multivariable calculus, enhancing your mathematical problem-solving skills.

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

Laminar and Turbulent Flows - Part 1 - Lecture 32

Explore laminar and turbulent flows, understanding velocity, Reynolds experiment, and typical flow regimes. Gain insights into fluid dynamics concepts.

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

Logistic Regression: Introduction to Binary Classification and Linear Classifiers

Master logistic regression for binary classification, covering linear classifiers, sigmoid functions, parameter estimation, and log-likelihood functions.

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

Introduction to Data Science

Explore fundamental concepts and applications of data science, gaining insights into its role in modern analytics and decision-making processes.

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

Impact of the Nanoscale on Optical Properties

Explore how nanoscale dimensions influence optical properties, uncovering unique phenomena and applications in nanotechnology and materials science.

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

K-Nearest Neighbors Implementation in R

Implement K-Nearest Neighbors algorithm in R programming language. Learn practical application of this machine learning technique for classification and regression tasks.

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