Some notes on deep learning

I had enough time this summer to work through MIT 6.S191 Intro to Deep Learning, which I would highly recommend. Here are my notes for some of the lectures. My notes for the other lectures were either lost or I didn’t feel like taking them :)

Course link

• Lecture 1: Foundations
• Lecture 2: Recurrent Neural Networks
• Lecture 3: Convolutional Neural Networks
• Lecture 7: Limitations
• Lecture 10: Robot learning

Other resources

• “Spinning Up” by OpenAI
• Neural Networks and Deep Learning by Michael Nielsen