In this short series, we will build and train a complete Artificial Neural Network in python. New videos every other friday.
Neural Networks Demystified Part 1: Data and Architecture @stephencwelch Supporting Code: http://nbviewer.ipython.org/github/stephencwelch/Neural-Networks-Demysitifed/blob/master/Part%201%20Data%20and%20Architechture.ipynb In this short series, we will build and train a complete Artificial Neural Network in python. New videos every other friday.
Part 1: Data + Architecture
Part 2: Forward Propagation
Part 3: Gradient Descent
Part 4: Backpropagation
Part 5: Numerical Gradient Checking
Part 6: Training
Part 7: Overfitting, Testing, and Regularization