Writing an Artificial General Intelligence from scratch
Channel: Nikolaj-K
Date: 2019-07-18

In this video we're implementing a feed forward neutral network that is able to discern handwritten digits in vanilla Python and the code is found here: 
https://gist.github.com/Nikolaj-K/2e3ee0ebc5bd99d7449bb958e8effa4e

If you want to go a deeper - pun intended - then more of the material on deep learning and is found here:
http://static.latexstudio.net/article/2018/0912/neuralnetworksanddeeplearning.pdf # deep learning book
https://en.wikipedia.org/wiki/MNIST_database # mnist data set
https://en.wikipedia.org/wiki/Stochastic_del_descent # SGD
https://en.wikipedia.org/wiki/Feedforward_neural_network # NN
http://neuralnetworksanddeeplearning.com/images/tikz12.png # image of the network architecture used in the video
https://www.youtube.com/results?search_query=3blue1brown+deep+learning+chapter
https://youtu.be/X1mo7Uwvzn8?t=145 # on sigmoid curves (Nikolaj-K)

If you want more content on machine learning, write me in the comments of just search for Nikolaj Kuntner on the web and pitch me a mail.