Using Fairlearn to Build Fair Machine Learning Models with Python: Step-by-Step Towards More Responsible AI
Move towards responsible AI by using FairLearn, an open-source Python package for assessing and mitigating unfairness in machine learning.
Hyperparameter Tuning
4 tutorials
Using Random Search to Tune the Hyperparameters of a Random Decision Forest with Python
Learn how to use Random Search to tune the model hyperparameters of a Random Forest with Python that predicts house sale prices.
Customer Churn Prediction - Understanding Models with Feature Permutation Importance using Python
This tutorial shows how to build a customer churn prediction model in telecommunications. We will use Python and measure feature importance.
Tuning Model Hyperparameters with Grid Search at the Example of Training a Random Forest Classifier in Python
Learn how to tune the model hyperparameters of a Random Forest that predicts the survival of Titanic passengers using grid search in Python.