Neural Networks from Scratch - P.1 Intro and Neuron Code. Coding a Layer. The Dot Product. Hidden Layer Activation Functions. Softmax Activation. Calculating Loss with Categorical Cross-Entropy. Implementing Loss with Loss.
Overview
Syllabus
Neural Networks from Scratch - P.1 Intro and Neuron Code.
Neural Networks from Scratch - P.2 Coding a Layer.
Neural Networks from Scratch - P.3 The Dot Product.
Neural Networks from Scratch - P.4 Batches, Layers, and Objects.
Neural Networks from Scratch - P.5 Hidden Layer Activation Functions.
Neural Networks from Scratch - P.6 Softmax Activation.
Neural Networks from Scratch - P.7 Calculating Loss with Categorical Cross-Entropy.
Neural Networks from Scratch - P.8 Implementing Loss.
Taught by
sentdex
