churnxgb 📉🚀😀

churnxgb : Customer Churn Predictions # BQML # XGBoost Classifier

Objective

• Explore & preprocess a Google Analytics 4 data sample in BigQuery for machine learning.
• Train BQML XGBoost classifier to predict user churn on a mobile gaming application.
• Tune BQML XGBoost classifier using BigQuery ML hyperparameter tuning features.
• Evaluate the performance of BQML XGBoost classifier.
• Explain XGBoost model with BQML Explainable AI global feature attributions.
• Generate batch predictions with your BQML XGBoost model.
• Export BQML XGBoost model to Google Cloud Storage bucket.
• Upload & deploy a BQML XGBoost model to Vertex AI Prediction Endpoint for online predictions.

Deploy BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions