For my final in my DS-210 Course at Quinnipiac University, I chose to explore creating a simple neural network. I chose to make my neural network take in a game-state of the game "Connect-4", and predict whether or not a given player will win.
With no prior experience with neural networks, I learned a lot about the different options available when making one, as well as an insight to the math done in order to run it.
For this project, I used a dataset I found at the UCI Machine Learning Repo. You can find the dataset I used here: Connect-4 Dataset
Below you can find links to the report I wrote up, as well as the source code itself.