| Making Friends with ML |
Extensive series on machine learning from the ground up by Cassie Kozyrkov (Cheif Decision Scientist @ Google). |
| Seeing Theory |
A visual introduction to probability & statistics. |
| Visual Intro to ML Part 1 |
Intro to ML, decision tree models & overfitting. |
| Visual Intro to ML Part 2 |
Model tuning & bias-variance trade off. |
| Tensorflow Neural Network Playground |
Interactive visualisation of a NN. |
| MIT Intro to Deep Learning |
MIT's open course on Deep Learning. |
| UC Berkeley Crash Course |
Free crash course in ML - basics + supervised & deep learning methods. |
| Made With ML |
Covering foundational ML concepts as well as more detatiled MLOps concepts & practises. |
| ML ZoomCamp Notes |
Machine learning zoomcamp student notes. |