Multi-Backend Deep Learning with Keras

Overview

It offers a high-level intuitive understanding of deep learning fundamentals and guides you through coding and training models using Multi-Backend Keras (formerly known as Keras Core)—a new version of Keras that allows users to interact with different popular backend frameworks such as TensorFlow, PyTorch, and JAX. After a brief demonstration of the Keras API, we'll go over what neural networks are and the principles behind training and evaluating them. The Multi-Backend Deep Learning with Keras program is offered by Udacity.

Next, you'll learn how to leverage powerful deep learning frameworks through the user-friendly Multi-Backend Keras abstraction. Finally, you'll build your own increasingly-complex Keras image classifiers for a self-driving car use case.

Skills you'll learn:

Deep learning • Transfer learning • Multi-Backend Keras