https://github.com/miozilla/churnxgb

churnxgb :chart_with_downwards_trend::rocket::grinning: : Customer Churn Predictions # BQML # XGBoost Classifier
https://github.com/miozilla/churnxgb

deploy endpoint evaluate game hyperparameter-tuning model performance vertex-ai xgb

Last synced: 7 months ago
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churnxgb :chart_with_downwards_trend::rocket::grinning: : Customer Churn Predictions # BQML # XGBoost Classifier

• Host: GitHub
• URL: https://github.com/miozilla/churnxgb
• Owner: miozilla
• Created: 2025-09-14T17:15:41.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2025-09-14T18:13:19.000Z (8 months ago)
• Last Synced: 2025-09-14T19:27:10.463Z (8 months ago)
• Topics: deploy, endpoint, evaluate, game, hyperparameter-tuning, model, performance, vertex-ai, xgb
• Language: Jupyter Notebook
• Homepage:
• Size: 3.33 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 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 

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