Score Big with AI: Building a Winning Sports Prediction Model

product#machine learning📝 Blog|Analyzed: Feb 17, 2026 13:00
Published: Feb 17, 2026 05:48
1 min read
Zenn ML

Analysis

This article details a fascinating project that leverages the power of Python and machine learning to predict sports outcomes. It offers a practical guide, from gathering data pipelines to building and evaluating a winning model using LightGBM. The use of Bright Data's Web Scraping API to overcome data collection hurdles is particularly innovative.
Reference / Citation
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"Bright Data is JS対応・自動IPローテーション・構造化データ抽出をマネージドサービスとして提供しており、スポーツデータ収集パイプラインの基盤として非常に適しています。"
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Zenn MLFeb 17, 2026 05:48
* Cited for critical analysis under Article 32.