Contents How to choose a database for storing large sports data: SQL or NoSQL Architecture of a sports data warehouse for live results and analytics How to design an SQL schema for storing match, player, and team statistics Using NoSQL for streaming sports data,...
Contents What is xG in football and why is the xG analysis service needed Open data and free APIs for football statistics for xG models How to choose and connect a sports events API for xG calculation How to build an xG model based on match events from open data...
Contents What is a betting recommendation engine and how does it work Which sports event APIs to use for developing a betting recommendation service How to obtain odds, results, and match statistics through APIs for betting analysis Algorithms and machine learning...
Contents What is a football statistics API and how does it work What data about football matches can be obtained through the football statistics API Overview of popular services and providers of football statistics APIs Architecture of a high-load football statistics...
Contents What is a heatmap and passing map in sports analytics What sports data APIs to use for football visualization How to get match data through API to build player heatmaps How to create a heatmap of shots and player actions using API data How to build a passing...
Contents Why the statistics of sports events differ on different sites How data sources and counting algorithms affect sports statistics What is a sports statistics API and what data can be obtained through it How to collect and compare match statistics from different...
