Massive thanks to 3Blue1Brown and Sebastian Lague for making videos on Neural Networks.
3Blue1Brown: https://www.youtube.com/watch?v=aircAruvnKk&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi&ab_channel=3Blue1Brown
Sebastian Lague: https://www.youtube.com/watch?v=hfMk-kjRv4c&ab_channel=SebastianLague
Here is the link for stochastic gradient descent:
Wikipedia: https://en.wikipedia.org/wiki/Stochastic_gradient_descent
Medium (Article by Mohit Mishra): https://mohitmishra786687.medium.com/the-curse-of-local-minima-how-to-escape-and-find-the-global-minimum-fdabceb2cd6a
This is a Neural Network library made in C#. The Neural Network class can be trained using the "ApplyGradientDescent" function. The sample dataset is the MNIST dataset, and I used the MNIST python library to make it.
Markdown: https://www.markdownguide.org/basic-syntax/#overview