XGBoost Samples

Model Training with AI Platform

• XGBoost - How to train an XGBoost model using a text based dataset, Census, to predict a person’s income level.

Hyperparameter Tuning (HP Tuning)

Notebook Tutorial:

• XGBoost: XGBRegressor - How to train a Regressor in XGBoost using a text based dataset, auto mpg, to predict a car's miles per gallon.

Model Serving (Online Predictions)

• XGBoost: Model Serving - How to train an XGBoost model on your local machine using a text based dataset, Census, to predict a person’s income level and deploy it on AI Platform to create predictions.