Tutorials

Backpropagation

• The example of backpropagation we did in class: https://mattmazur.com/2015/03/17/a-step-by-step-backpropagation-example/. It's important to go over the examples several times as it takes a while to get a grasp of it. Don't worry you eventually will!
• Siraj Raval's 5 Minute Backpropagation guide: https://www.youtube.com/watch?v=q555kfIFUCM

Keras

• Keras Documentation: https://keras.io
• Keras Blog going over several tutorials: https://blog.keras.io/category/tutorials.html
• Implementing Feed-forward networks: https://keras.io/getting-started/sequential-model-guide/
• Introductory Tutorial to Keras: https://elitedatascience.com/keras-tutorial-deep-learning-in-python
• List of TONS of Keras Resources: https://github.com/fchollet/keras-resources