Machine Learning
The latest developments in machine learning tools and technology available to data scientists.

Using Random Forests for Feature Selection with Categorical Features
Python helper functions for adding feature importance, and displaying them as a single variable.

Tuning Random Forests Hyperparameters: min_samples_leaf
Tune the min_samples_leaf parameter in for a Random Forests classifier in scikit-learn in Python

Tuning Random Forests Hyperparameters: max_depth
Tune the max_depth parameter in for a Random Forests classifier in scikit-learn in Python

Tuning Machine Learning Hyperparameters with Binary Search
Tune the n_estimators parameter in for a Random Forests classifier in scikit-learn in Python.