📊Analyse de données

Build an interactive EDA dashboard

Create interactive data exploration tools

Engineer date features

Extract features from datetime columns

Generate interaction features

Discover feature interactions

Create an automated EDA report

Generate EDA reports automatically

Compare multiple classifiers

Find the best model for a classification task

Handle imbalanced classes

Fix class imbalance

Build a recommendation system

Build recommendation systems

Encode categorical variables

Encode categorical features

Handle concept drift in models

Maintain model performance over time

Analyze feature importance

Understand model feature importance

Implement shadow deployment

Safely deploy new ML models

Structure a data science presentation

Structure data presentations