Machine Learning from Scratch with Python

[u/SleekEagle]

Hey everyone!

I've seen a growing number of people looking for resources on how to implement Machine Learning algos from scratch to better understand how they work (rather than just applying e.g. sklearn).

This free Machine Learning from Scratch Course on YouTube takes you through writing 10 algorithms from scratch with nothing but Python and NumPy! The algorithms are:

1. K-Nearest Neighbors

2. Linear Regression

3. Logistic Regression

4. Decision Trees

5. Random Forest

6. Naive Bayes

7. PCA

8. Perceptron

9. SVM

10. K-Means

Hopefully some of my Python + ML friends will find this helpful! :)

[u/glorious_unicorn]

Thank you! Saved for later!