understructure/deep-learning-notes

Deep Learning Notes

These are my notes on Deep Learning. It's a work in progress, so it might look like a hot mess, but that's ok.

TensorFlow

• Getting Started With TensorFlow
• My notes on a Coursera specialization on Google Cloud Platform and serverless TensorFlow

TensorBoard

• TensorBoard: Graph Visualization note: this is really where you should start with this stuff when you try to put it into practice
• Hands-On TensorBoard (TensorFlow Dev Summit 2017)
• TensorBoard: Visualizing Learning
• Effective TensorFlow for Non-Experts (Google I/O '17)
• TensorFlow High-Level APIs: Models In A Box
  • Supporting Code

Convolutional Neural Networks

• A friendly introduction to Convolutional Neural Networks and Image Recognition
• Tensorflow and deep learning - without a PhD by Martin Görner (note: starts at point of Convolutional NNs)
• Siraj Raval - Convolutional Neural Networks - The Math of Intelligence (Week 4)
  • Jupyter Notebook for video