EEE
Power systems, machines, control and smart grids, with machine learning applied.
Beginner
Start here. No background needed beyond school maths.
MATLAB Machine Learning Onramp
A free MathWorks course on the classification workflow in MATLAB: import data, engineer features and train models.
MathWorks
MATLAB Control Design Onramp with Simulink
A free, hands-on course on designing and tuning feedback controllers in Simulink, done in the browser with no installation.
MathWorks
MATLAB Simulink Onramp
A free, self-paced introduction to Simulink in the browser: building, simulating and analysing block-diagram models of dynamic systems. About two hours.
MathWorks
Advanced
Once the basics are comfortable.
MATLAB Reinforcement Learning Onramp
Learn how reinforcement learning trains controllers, with interactive exercises on agents, environments and rewards.
MathWorks
NPTEL: Machine Learning for Engineering and Science Applications
IIT Madras course aimed at engineers in every branch: ML methods with worked engineering applications in MATLAB and TensorFlow.
NPTEL / IIT Madras
MATLAB Power Electronics Simulation Onramp
Model and simulate converters and motor drives in Simscape Electrical, in a free browser-based course.
MathWorks