5 Step Life-Cycle for Neural Network Models in Keras - Machine Learning Mastery

Deep learning neural networks are very easy to create and evaluate in Python with Keras, but you must follow a strict model life-cycle. In this post you will discover the step-by-step life-cycle for creating, training and evaluating deep learning neural networks in Keras and how to make predictions with a trained model. Deep Learning Neural Network Life-Cycle in Keras Photo by Martin Stitchener, some rights reserved. Below is an overview of the 5 steps in the neural network model life-cycle in Keras that we are going to look at. Deep Learning gets state-of-the-art results and Python hosts the most powerful tools.