Indian Institute of Technology, Kharagpur Courses

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

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

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

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

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

Digital Circuits

Comprehensive exploration of digital circuits, covering number systems, Boolean algebra, logic gates, arithmetic circuits, sequential circuits, finite state machines, data converters, memory, FPGA, VHDL, and microprocessors.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Video

Classical Mechanics - From Newtonian to Lagrangian Formulation

This course deals with the fundamentals of classical mechanics. Mechanics is one of the core subjects for physics and engineering disciplines. This course starts from the basics of Newtonian mechanics.

• YouTube
• 1 day 9 hours
• On-Demand
• Free Video

Organic Photochemistry and Pericyclic Reactions

The course will involve a discussion of molecular organic photochemistry and pericyclic reactions. Initially, we will study in brief the fundamental principles of photochemistry. In the following lectures, we will discuss the primary photochemical reacti…

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

Estimation of Signals and Systems

This course covers lessons on probability theory, random variables, mean and variance, linear signal models, z-transform, Kalman filter, variants of least squares estimation, and estimation problems in instrumentation and control.

• YouTube
• 1 day 2 hours
• On-Demand
• Free Video

Concepts of Thermodynamics

Comprehensive exploration of thermodynamic principles, covering properties, laws, processes, and cycles. Includes problem-solving techniques and computer-aided analysis for practical applications.

• YouTube
• 1 day 9 hours
• On-Demand
• Free Video

Computational Fluid Dynamics

Comprehensive exploration of computational fluid dynamics, covering mathematical foundations, discretization methods, and numerical techniques for solving fluid flow problems.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Video

Soil and Water Conservation Engineering

Comprehensive exploration of soil and water conservation engineering, covering erosion mechanics, control measures, structural designs, and land management techniques for sustainable agriculture and environmental protection.

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

Deep Learning

Comprehensive exploration of deep learning concepts, from feature descriptors to advanced neural networks, covering theory and practical applications in computer vision and generative models.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Video

Real-Time Systems

Comprehensive exploration of real-time systems, covering scheduling, operating systems, communication protocols, and databases. Ideal for those seeking in-depth understanding of time-critical computing.

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

Optimal Control

Comprehensive exploration of optimization techniques, from unconstrained problems to dynamic optimization, covering linear and non-linear programming, optimal control, and robust stability analysis.

• YouTube
• 2 days 10 hours
• On-Demand
• Free Video