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Applied Machine Learning: Deep Learning for Industry

Estimator Train

Explore how to use the TensorFlow Estimator object to train regression models. Understand creating input data functions, managing training steps, and utilizing automated checkpointing and logging for scalable model training.

We'll cover the following...

Chapter Goals:

  • Use an Estimator object for training a regression model

A. Training

The Estimator object provides a function called train, which takes care of all the necessary model training tasks. This includes running the training operation, saving and restoring ...