AI-Resources

Curated List of AI and Machine Learning Resources

Videos

Deep Learning

• Chapter 1: What is a Neural Network?

20 mins https://www.youtube.com/watch?v=aircAruvnKk

• Chapter 2: Gradient descent, how neural networks learn

20 mins https://www.youtube.com/watch?v=IHZwWFHWa-w

• Chapter 3: What is backpropagation and what is it actually doing?

14 mins https://www.youtube.com/watch?v=Ilg3gGewQ5U&t=20s

Online Books

Neural Networks and Deep Learning

http://neuralnetworksanddeeplearning.com/

https://github.com/mnielsen/neural-networks-and-deep-learning

Online Courses

Machine Learning by Andrew Ng

https://www.coursera.org/learn/machine-learning

Intro to Machine Learning

https://www.udacity.com/course/intro-to-machine-learning--ud120