Deep Learning Overview

Introduction to Deep Learning

Why Deep Networks?

Limitation of Backpropagation algorithm

Vanishing Gradient Problem

Local minima, Saddle point, Plateau

Overfitting

Solution

Deep Learning Architectures

Emerging Generative Models

Parctical Problems and Solutions