How to Make Predictions with Keras

Last Updated on August 27, 2020

Once you choose and fit a final deep learning model in Keras, you can use it to make predictions on new data instances.

There is some confusion amongst beginners about how exactly to do this. I often see questions such as:

How do I make predictions with my model in Keras?

In this tutorial, you will discover exactly how you can make classification and regression predictions with a finalized deep learning model with the Keras Python library.

After completing this tutorial, you will know:

• How to finalize a model in order to make it ready for making predictions.
• How to make class and probability predictions for classification problems in Keras.
• How to make regression predictions in in Keras.

Kick-start your project with my new book Deep Learning With Python, including step-by-step tutorials and the Python source code files for all examples.

Let’s get started.

• Updated Jan/2020: Updated for changes in scikit-learn v0.22 API.