A template for a proof submitted as homework with student name, today's date, assignment number, assignment statement, and proof.
Includes a function for aligning equals signs and has a box for the QED at the end of the proof.
Deep learning is a fast growing field in tech that is often described to have limitless potential. This paper describes its history, why the explosion in popularity, and how it works. An example of classifying images of handwritten digits (MNIST) will be explored using a fully connected network and a convolutional neural network. Next, a brief description of the tools necessary for the reader to implement his or her own network. Finally, a view of the state of the art being developed by companies such as Google, Facebook, and Baidu.