Deep Learning with Python
Topic: Overview of Deep Learning & Machine Intelligence
Introduction to Deep Learning with Keras and Tensorflow- Learn the basics of deep learning by coding it yourself with Keras. Keras is a very popular user friendly deep-learning framework for creating and running deep learning models. Using Keras (with a tensorflow backend) we will learn to build deep learning models by practicing together on the following tasks: image recognition, text classification, and housing price predictions. You will learn the correct way to conduct end-to-end deep learning: preprocessing the data, appropriate network architecture, optimizers, loss functions, cross-validation techniques and evaluation metrics. Prior experience with Python is required — or the ability to learn it as you go.