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Expected goals explained and how AI uses xG to predict results
Understand expected goals (xG) from first principles and see how AI uses xG, shot quality, and team context to predict football results with stronger accuracy and calibration.
Kimmich on a BVB quality that has been added
In the top match between Bayern and Borussia Dortmund, Joshua Kimmich would like to make a statement, but he also highlights a new quality in the opponent.
Mbappé goes after reporter after four goal haul in the Champions League
Real Madrid’s forward scored four goals in a win over Olympiacos and, at the end of the game, was asked whether his team depends too much on him. Mbappé did not like the question.
The best data sources for AI soccer predictions
A practical guide to the best data sources for AI soccer predictions, covering event data, tracking data, odds, injuries, and open datasets, plus how to choose, validate, and combine them.
Machine learning vs human intuition in match forecasting
Compare machine learning and human intuition in match forecasting, examining strengths, blind spots, and why a hybrid approach often delivers the most dependable predictions.
How odds move and what AI can learn from bookmakers
Learn why football odds move, what drives bookmaker price changes from opening to closing lines, and how AI models can use odds and line movement without leakage.