Channel: Welch Labs

Category: Travel & Events

Tags: computer science (field of study)artificial neural networkgradienttutorialgradient descentmathematics (field of study)

Description: Neural Networks Demystified @stephencwelch Supporting Code: github.com/stephencwelch/Neural-Networks-Demystified Link to Yann's Talk: videolectures.net/eml07_lecun_wia 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