India Courses & Certifications

NPTEL;  IIT Kharagpur

Probability and Statistics

Comprehensive exploration of probability theory, statistical distributions, sampling, estimation, and hypothesis testing, providing a solid foundation for data analysis and statistical inference.

• YouTube
• 1 day 14 hours
• On-Demand
• Free Video

NPTEL;  IIT Roorkee

Data Analytics with Python

Learn Python-based data analytics, covering statistics, probability, hypothesis testing, regression, ANOVA, clustering, and decision trees. Gain practical skills for data-driven decision making and statistical analysis.

• YouTube
• 1 day 4 hours
• On-Demand
• Free Video

NPTEL;  IIT Kanpur

Introductory Sociology

Explore key sociological concepts, theories, and methods. Analyze society, institutions, and social issues through various perspectives. Develop critical thinking skills for understanding social phenomena.

• YouTube
• 1 day 13 hours
• On-Demand
• Free Video

NPTEL;  IIT Roorkee

Foundation Engineering

In this course, you will learn the basics of Foundation engineering and its concepts like shallow foundation, lateral earth pressure theories and retaining walls, machine foundations and more.

• YouTube
• 1 day 13 hours
• On-Demand
• Free Video

NPTEL;  IIT Kanpur

Phase Diagrams in Materials Science and Engineering

Comprehensive exploration of phase diagrams in materials science, covering binary and ternary systems, equilibria, transformations, and applications in metals, ceramics, and alloys.

• YouTube
• 1 day 1 hour
• On-Demand
• Free Video

NPTEL;  IIT Kanpur

Signals and Systems

This course is a study of signals and systems, covering topics: formal definition of 'signal' and 'system', continuous and discrete signals, continuous and discrete-time systems, Linear Time-Invariant (LTI) systems, representation of continuous and discr…

• YouTube
• 1 day 13 hours
• On-Demand
• Free Video

NPTEL;  IIT Bombay

Robotics

This course deals with topics in robotics: technologies in robotics, its parallel and grippers manipulators, sensors, trajectory planning, velocity analysis, image processing, forward position control, and dynamic analysis of robotics.

• YouTube
• 1 day 14 hours
• On-Demand
• Free Video

NPTEL;  IIT Madras

Engineering Mechanics

This is a basic first-level course to learn rigid body mechanics covering both statics and dynamics. Statics covers free body diagrams, equilibrium of rigid bodies, analysis of trusses and beams, discussion on friction, virtual work and stability.

• YouTube
• 1 day 5 hours
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Cryptography and Network Security

Explore modern cryptography, network security, and cryptanalysis techniques. Learn about symmetric and asymmetric encryption, hash functions, and secure communication protocols.

• YouTube
• 1 day 12 hours
• On-Demand
• Free Video

NPTEL;  IIT Bombay

Electromagnetic Theory

Comprehensive exploration of electromagnetic theory, covering fields, potentials, Maxwell's equations, waves, and applications in waveguides and radiation. Ideal for advanced physics students.

• YouTube
• 1 day 10 hours
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Fundamentals of Electrical Engineering

This course will also cover Single Phase Transformers, Three Phase Induction Machines and DC Machines. By the end of the course, the students should be able to gather high-quality knowledge of basic Electrical Engineering.

• YouTube
• 1 day 12 hours
• On-Demand
• Free Video

NPTEL;  IIT Kanpur

Principles of Signals and Systems

This course introduces the fundamental principles of signals and system analysis. These concepts form the building blocks of modern digital signal processing, communication and control systems. Hence, a sound understanding of these principles is necessar…

• YouTube
• 1 day 10 hours
• On-Demand
• Free Video

NPTEL;  IIT Roorkee

Transportation Engineering II

Comprehensive exploration of railway engineering and airport design, covering track components, geometric design, signaling systems, aircraft characteristics, runway planning, and terminal facilities.

• YouTube
• 1 day 14 hours
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Dynamics of Physical System

This course covers lessons on newton's method and constraints, derivation of the Lagrangian equation, bond graph approach, vector field around equilibrium points, high dimensional linear systems, and dynamics of nonlinear systems.

• YouTube
• 1 day 8 hours
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Pattern Recognition and Application

This course covers feature extraction techniques and the representation of patterns in feature space. Measure of similarity between two patterns. Statistical, nonparametric and neural network techniques for pattern recognition have been discussed in this…

• YouTube
• 1 day 13 hours
• On-Demand
• Free Video