Decision trees - A friendly introduction
A video about decision trees, and how to train them on a simple example.
Accompanying blog post: / splitting-data-by-asking-questions-decisio...
For a code implementation, check out this repo:
https://github.com/luisguiserrano/man...
Helper videos:
Gini index: • The Gini Impurity Index explained in 8 min...
Entropy and information gain: • Shannon Entropy and Information Gain
Machine learning error and metrics: • Machine Learning: Testing and Error Metrics
Grokking Machine Learning book:
www.manning.com/books/grokking-machine-learning
40% discount code: serranoyt