nicholasrios's Projects
Getting started with soccer analytics
:soccer::chart_with_upwards_trend: A curated list of awesome resources related to Soccer Analytics.
The Data Engineering Cookbook
Collection of useful data science topics along with code and articles
Code & data to create the events sequence linked to the Di María's goal at the final of Copa América 2021
A repository for analysis on Expected Goals using StatsBomb and Wyscout data
Using Snowflake!
Analysis and datasets about football (soccer)
⚽📊 A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.
Friends of Tracking: Tutorial on valuing actions in football.
Laurie's code for Metrica tracking data.
Repositorio del Curso de Machine Learning de la A a la Z con R y Python
Mastering Shiny: a book
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Tutorials for processing nba data
Config files for my GitHub profile.
Free football data from StatsBomb
Presentations about Bayesian structural times series + code
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Python Data Science Handbook: full text in Jupyter Notebooks
React - Shiny Template
Metrica Sports sample tracking and event data
scikit-learn-mooc
Convert soccer event stream data to SPADL and value player actions
Text and supporting code for Think Stats, 2nd Edition