This course will introduce you to Deep Learning and Neural Networks and get you up to speed with Microsoft's Cognitive Toolkit library.

Course Introduction

Introduction To Deep Learning

Introducing Linear Regression

Deep Neural Networks

Binary Classification Networks

Multiclass Classification Networks

How To Train Neural Networks

Convolutional Neural Networks

Prebuilt Convolutional Neural Networks

1D-Convolutional Neural Networks

Recurrent Neural Networks

Artistic Style Transfer

Generative Adversarial Networks

In Conclusion