Introduction to Machine Learning: Feed-Forward NN

Introduction to neural network based machine learning techniques. Overview includes:

- Description of deep learning as curve fitting process
- Development and implementation of leading algorithms for deep learning
- Overview of back propagation method for enabling optimization
- Overview of stochastic gradient descent optimization frameworks required for learning

Additional lectures can be found at:

[meloyler]

I'm assigning this as a course project for a grad student. Thanks

[shouvikdey]

Try using the Transformer; I think it works quite well in the extrapolated region.