-
Introduction to AI Platform
Describes the high-level functionality of AI Platform.
-
Getting started with TensorFlow Keras
Train a TensorFlow Keras model on the Census dataset in AI Platform, and deploy the model for AI Platform to serve predictions.
-
Getting started with TensorFlow Estimators
Train a TensorFlow Estimator model on the Census dataset in AI Platform, and deploy the model for AI Platform to serve predictions.
-
Training with scikit-learn and XGBoost
Train a simple scikit-learn or XGBoost model on the Iris dataset in AI Platform.
-
Predictions with scikit-learn and XGBoost
Train a simple model locally on the Iris dataset using scikit-learn or XGBoost, and deploy it to AI Platform to request predictions.
-
Predictions with scikit-learn pipelines
Train a simple model locally on the Iris dataset using scikit-learn pipelines, and deploy it to AI Platform to request predictions.