Regression Model
Explore how to develop and manage a regression model using TensorFlow's Estimator API. Learn to set up model configurations, including checkpoint handling and logging frequency, to train and evaluate models effectively within scalable machine learning projects.
We'll cover the following...
We'll cover the following...
Chapter Goals:
- Create the
Estimatorobject for the regression model
A.Estimator object
The entire regression model, from training to evaluation to predictions, can be encapsulated in a single Estimator object. The Estimator object is initialized with the regression function, as well as a few keyword arguments.
One of the keyword arguments is model_dir, which ...