SantiagoAlvarezb/Chelsea

Graph-Theory-FPC-Schedule

Graph Theory Final Project. Via the use of graph coloring, we were able to create a feasable and optimal schedule for the Colombian Professional Football League.

Enhancing-Performance-in-Special-Teams-within-the-NFL-through-Reinforcement-Learning-A-Data-Driven-

The thesis explores the integration of Data Science and Artificial Intelligence in American football special teams. Using the NFL Big Data Bowl 2022 dataset and the OpenAI Gym API.

MLB-Statistical-Analysis

Five MLB seasons were analyzed with respect to variables such as Hits, Home Runs and Strikeouts. By applying Principal Component Analysis (PCA), the dimensionality of the database decreased and a better interpretation was achieved. Furthermore, a model was created with Quadratic Discriminant Analysis, which allowed to classify the teams in Playoffs and Non-Playoffs populations.