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

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will train, tune, evaluate, explain, and generate batch and online predictions with a BigQuery ML XGBoost model. You will use a Google Analytics 4 dataset from a real mobile application, Flood it!, to determine the likelihood of users returning to the application. You will generate batch predictions with your BigQuery ML model as well as export and deploy it to Vertex AI for online predictions.

Status: Google Analytics
Status: MLOps (Machine Learning Operations)
IntermediateProject2 hours

Featured reviews

SC

5.0Reviewed Mar 3, 2025

In this course I learnt how to use BigQuery ML to create a XGBoost Model, use vertex AI.

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Satish Chhatpar
5.0
Reviewed Mar 4, 2025