References

Playgrounds

• Multilayer Perceptron, MLP
• Convolutional Neural Network, CNN
• Optimizers, OPT

Theory

General

• Mysteries of Neural Networks - Math Behind Deep Networks
• Mysteries of Neural Networks - Preventing Overfitting
• Mysteries of Neural Networks - Numpy NN
• Mysteries of Neural Networks - Optimizers
• Mysteries of Neural Networks - Math Behind Convolutional Layers

CNN

• Advanced type of convolutions, link

Tools

Google Colab

• Getting started, here
• Connecting with Google Drive, here