Deep Learning Foundation - Syllabus

Module 1 - Introduction to Deep Learning

• Deep Learning: The Series Introduction

• What is a Neural Network

• Three reasons to go Deep

• Your choice of Deep Net

• Deep Learning Market

Module 2 - Deep Learning Models

• Restricted Boltzmann Machines

• Deep Belief Network

• Convolutional Network

• Recurrent Network

Module 3 - Additional Deep Learning Models

• Autoencoders

• Recursive Neural Tensor Network

• Generative Adversarial Networks

Module 4 - Deep Learning Platforms & Libraries

• What is a Deep Net Platform

• H2O ai

• Dato GraphLab

• What is a Deep Learning Library

• Theano

• Caffe

• TensorFlow

• Keras