Description

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