Mathematics for Machine Learning: https://www.youtube.com/playlist?list=PL05umP7R6ij1a6KdEy8PVE9zoCv6SlHRS
Statistical Machine Learning: https://www.youtube.com/playlist?list=PL05umP7R6ij2XCvrRzLokX6EoHWaGA2cC
Probabilistic Machine Learning: https://www.youtube.com/playlist?list=PL05umP7R6ij1tHaOFY96m5uX3J21a6yNd
Deep Learning: https://www.youtube.com/playlist?list=PL05umP7R6ij3NTWIdtMbfvX7Z-4WEXRqD
Data Compression with and withour Deep Probabilistic Diffusion models: https://www.youtube.com/playlist?list=PL05umP7R6ij0KTBVxk00MKoQRMLTWUJh-
- Illustrated Machine Learning - Learn complex machine learning algorithm with the help of illustrations
- Visual Notes - A collection of notes from various machine learning seminars, conferences and talks
- Ml Explained - A visual guide to some of the core concepts of machine learning
- Interactive CNN - Train convolutional neural network on the web while you can see through how weights of each layers are getting updated
- Random Forest - An implementation of random forest in javascript
- Support Vector Machine - An implementation of SVMs in javascript
- Seeing Theory - A visual introduction to probability and statistics
- KNN - An implementation of K means clustering