Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions
Completed by Aneruthmani Gandhi
July 14, 2024
1 hours (approximately)
Aneruthmani Gandhi's account is verified. Coursera certifies their successful completion of Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions
What you will learn
Explore and preprocess a Google Analytics 4 data sample in BigQuery for machine learning.
Train a BigQuery ML XGBoost classifier to predict user churn on a mobile gaming application.
Tune a BigQuery ML XGBoost classifier using BigQuery ML hyperparameter tuning features.
And more!
Skills you will gain
- Category: MLOps (Machine Learning Operations)
- Category: Model Deployment
- Category: Model Training
- Category: Model Optimization
- Category: Cloud Deployment
- Category: Predictive Modeling
- Category: Data Management
- Category: Machine Learning
- Category: Applied Machine Learning
- Category: Model Evaluation
- Category: Cloud Storage
- Category: Data Preprocessing
