Cataract classification

Nine diagnostic tools for detecting and understanding overfitting in scikit-learn models — polynomial overfitting, learning curves, validation curves, bias-variance decomposition, regularisation sweeps, data leakage detection, and more. Companion code for the ML Diagnostics Mastery series.

Previsão do salário (acima ou abaixo de 50K) utilizando decision tree classifier, otimização por random search, cross validation, validation curve, learning curve.

Brief descriptions/use cases for the most common machine learning algorithms using Digits/Iris data

Practice model assessment and optimization on the HR dataset using validation and dimensionality reduction techniques