Machine Learning in the AWS Cloud

Chapter 17Using Google TensorFlow with Amazon SageMaker

WHAT'S IN THIS CHAPTER

• Introduction to Google TensorFlow
• Create a linear regression model with Google TensorFlow
• Introduction to artificial neural networks
• Create a neural network classifier with the Google TensorFlow Estimators API
• Train and deploy Google TensorFlow models on Amazon SageMaker

In the previous chapter you learned to use Amazon SageMaker to build and deploy machine learning models that were based on Amazon SageMaker's built-in implementation of popular machine learning algorithms, and models created with Scikit-learn. In this chapter you will learn to create models using Google TensorFlow and use Amazon SageMaker to train and deploy these models.

• NOTE   Amazon SageMaker ...