We’ll show you how to train and optimize basic neural networks, convolutional neural networks, and long short term memory networks.
Machine learning is one of the fastest-growing and most exciting fields out there, and deep learning represents its true bleeding edge.
In this course, you’ll develop a clear understanding of the motivation for deep learning, and design intelligent systems that learn from complex and/or large-scale datasets.
You will learn to solve new classes of problems that were once thought prohibitively challenging, and come to better appreciate the complex nature of human intelligence as you solve these same problems effortlessly using deep learning methods.
**Note: This is an intermediate to advanced level course offered as part of the Machine Learning Engineer Nanodegree program.
It assumes you have taken a first course in machine learning, and that you are at least familiar with supervised learning methods.