Andres Gonzalez
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Year

  • 2024
Categories
All (3)
Bayesian (2)
Classification (1)
Football (3)
Machine Learning (3)
Markov Chain Monte Carlo (1)
R (3)

Andres.log()

Welcome to Andres.log()! Here, I share my thoughts and projects on sports analytics, crime analysis, and my journey in data science. If you enjoy my content and want to stay updated, please enter your email address at the bottom of the page. Any feedback is appreciated, thanks!

2024

July 29, 2024

Predicting Leagues Cup 2024 Soccer Matches Using Bayesian MCMC with a Poisson-Gamma Model

R
Bayesian
Markov Chain Monte Carlo
Machine Learning
Football

Hello everyone! Welcome to a new blog post where we explore the exciting world of Bayesian statistics and its applications in sports analytics. Today, I’m thrilled to share…

Predicting Leagues Cup 2024 Soccer Matches Using Bayesian MCMC with a Poisson-Gamma Model

July 20, 2024

Predicting Football Match Outcomes Using Bayesian Poisson-Gamma Distribution

R
Bayesian
Machine Learning
Football

Hello everyone! Welcome to this tutorial where we’ll explore the fascinating world of Bayesian statistics to predict football match outcomes. We will cover the essential…

Predicting Football Match Outcomes Using Bayesian Poisson-Gamma Distribution

March 3, 2024

Machine Learning Classification of Center-Back Player Types in Liga MX

R
Classification
Machine Learning
Football

Explore the similarities among center-back players in Liga MX using various machine learning and clustering methods including PCA, K-means (non-hierarchical), and Agglomerative Hierarchical Clustering

Machine Learning Classification of Center-Back Player Types in Liga MX
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