Getting Started

• 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.