training optimization. Tag

03 Jul From Data to the Pitch: Do You Really Train the Way You Compete?

Posted at 12:47h in Research

Are your small-sided training sessions truly representative of what happens during matches? This article presents a cutting-edge model developed by LALIGA’s Football Intelligence Area using real match data and artificial intelligence to dynamically detect and classify small-sided game contexts based on opponent behavior, tactical systems,...

13 Jun How to Train with Science: 4 Real-World Cases Applied in LALIGA

Posted at 12:22h in Research

In elite football, data science must serve tactical intelligence—not replace it. In this article, we explore how LALIGA’s Football Intelligence Department applies advanced data models to prepare for matches like ElClásico. From exposing blind spots behind fullbacks to exploiting pressure-free zones between the lines, each...

05 Ago Maximize Your Team’s Performance: The Key to Worst Case Scenarios (WCS)

Posted at 10:01h in Research

In professional football, understanding and optimizing players' physical performance is essential for team success. One of the most advanced concepts in this field is the Worst Case Scenarios (WCS). Below, we explain what WCS are, their importance, and how they can be practically applied using...

20 Jun What Metrics Truly Differentiate Football Teams in LaLiga? Discover the Key to Performance in the 2023/24 Season

Posted at 11:38h in Research

This study investigates the key metrics that differentiate football teams in LaLiga EA SPORTS during the 2023/24 season. Through an exhaustive analysis of match data, significant metrics were identified using a statistical significance criterion of p < 0.05. Furthermore, a clustering analysis was conducted to...