📊Analyse de données

Create lag features for time series

Engineer time series features

Select features using multiple methods

Select the most predictive features

Build a feature engineering pipeline

Create reproducible preprocessing pipelines

Handle imbalanced classes

Fix class imbalance

Engineer date features

Extract features from datetime columns

Encode categorical variables

Encode categorical features

Build an interactive EDA dashboard

Create interactive data exploration tools

Detect data drift

Monitor model input data drift

Compute feature correlations with target

Identify predictive features

Create distribution comparison plots

Compare feature distributions

Perform cohort analysis

Analyze user retention by cohort

Analyze time series data

Explore time series datasets