Working With the Keras Framework

Keras provides a quick way to implement train and evaluate robust neural networks in Python. Using Keras for AI development for prototyping AI is standard practice and AI practitioners need to know why and how to use Keras for particular AI implementations. In this course youll explore advanced techniques for working with the Keras framework. Youll recognize how Keras is different from other AI frameworks and identify cases in which it is advantageous to use Keras. Youll examine the functionality of the Keras Sequential model and Functional API and the role of multiple deep learning layers present in Keras. Finally you will work with practical AI projects developed using Keras and troubleshoot common problems related to model training and evaluation.