deep-learning-tutorial

##A Tutorial on Deep Learning - Part 1: Nonlinear Classiers and The Backpropagation Algorithm

Problems:

The purpose of this exercise is for you to understand better the backpropagation algorithm and stochastic gradient descent algorithm. In the following, I will create a dataset similar to the one in the tutorials and a neural network of one hidden layer.

##For more information

• Tutorial website
• Neural Networks Demystified, Part 4- Backpropagation
• Machine Learning by Stanford University
• Quick coding intro to Neural Networks
• Machine Learning with Python LinearRegression