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Welch Labs - Neural Networks Demystified
Part 01 - Data and Architecture
Part 02 - Forward Propagation
Part 03 - Gradient Descent
Part 04 - Backpropagation
Part 05 - Numerical Gradient Checking
Part 06 - Training
Part 07 - Overfitting, Testing, and Regularization