All the cool machine learning things we are doing at the BIOP

Here is a good starting point to defines some key concepts in a few pages and nice infography

DeepFlash

Assessing the Quality of Your Model

Here is a short primer on what loss and validation loss represents
https://www.jeremyjordan.me/evaluating-a-machine-learning-model/

Interactive Demonstration of Neural Networks

TensorFlow has a playground that allows you to create a simple neural network and see the effects
https://playground.tensorflow.org