Ignacio Alonso's repositories
BCG_capstone
IE MBD capstone project wtih BCG X. Explaining and predicting Customer Churn
Building-a-Computer-Vision-Rat-Detector-using-Grounding-DINO-and-YOLO
This is part of a project from IE University. It contains a notebook that walks you through creating a model for predicting rats on images using Computer Vision. It has two steps: Automatic annotation with Grounding DINO and Building the model with YOLOv10. We will leverage on Ultralytics and Roboflow platform
Data-Ingestion-and-Analysis-using-UK-Police-Crime-API
Data Ingestion Lab with Nifi and Data Analysis on PySpark and Pandas of UK Police Crime API
Football-Scouting-using-Machine-Learning-with-PySpark
Inspired by the film moneyball, this repo contains the files to replicate a way of doing real football scouting: collecting all the transfermarkt player economic values and the player statistics of APIfootball.com of the current season.
Advanced-Data-Analyses-for-Bike-Rental-Systems-in-R-BiciMAD
A detailed repository containing methods and analyses in R to enhance the efficiency of bike distribution for Madrid's bike rental system BiciMAD
Cloud-SQL-Advanced-Templates
Examples on advanced Cloud SQL queries to learn how to make long queries and solve specific circunstances that you, as a data analyst, will eventually encounter