Advanced Deep Learning with Keras

Description

In this course, you will :

• Understand the main concepts of machine learning and deep learning

• Install and use Python and Keras to build deep learning models

• Build, train, and run fully-connected, convolutional and recurrent neural networks

• Optimize deep neural networks through efficient hyper parameter searches

• See many real-world applications to identify which tasks can be leveraged with deep learning

• Work with any kind of data involving images, text, time series, sound and videos

• Use GPUs to leverage the training experience.

• Discover some advanced neural architectures such as generative adversarial networks