Recent Articles

In-depth analysis, analytics strategies, and platform updates from the ATSwins team.

How to Create an NHL Advanced Stats Prediction Model That Actually Predicts Wins

Build smarter NHL predictions with advanced stats and AI. See data sources, step-by-step methods, tools, and real-world tips.

25 min read
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Build a Winning NHL Prediction Algorithm: A Step-by-Step Guide to Forecasting Games

Get clear, practical steps to model NHL games with AI—data sources, features, testing, and bankroll tips for smarter bets.

26 min read
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MLB Moneyline Projection Model for Accurate Fair Odds and Betting Edges

Build smarter MLB moneyline picks with AI - turn pitcher and lineup data into fair odds, edges, and safe stakes you can trust.

23 min read
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MLB Run Line Projection Model – A Guide to Modeling Run Line Odds Accurately

Get clear, practical steps to price MLB run lines with data, model cover odds, and bet smarter with weather, lineups, and timing.

24 min read
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mlb totals projection algorithm - How to predict totals

How a sports analyst uses AI, Statcast, weather, and park factors to project MLB game totals with calibrated models and clear steps.

12 min read
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mlb game simulation model - How to build it step by step

See how an analyst uses AI and Statcast to model MLB games, project win odds, and avoid pitfalls with data, lineup, and weather.

10 min read
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mlb matchup analytics system - How to predict wins

Get a clear, practical look at AI-driven MLB predictions—win odds, run totals, and the factors that truly move the line.

9 min read
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Rams vs Seahawks - Thursday Night Football

A high-stakes NFC West showdown in Seattle as the 11–3 Rams visit the 11–3 Seahawks at Lumen Field, with first place in the division and the inside track to the NFC’s top seed on the line. Two of the league’s hottest offenses, two surging quarterbacks, and a hostile December environment set the stage for a prime-time matchup that could reshape the entire NFC playoff picture

13 min read
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From Data to Dollars: How to Monetize Your College Basketball Power Rating System

Get a clear path to college basketball power ratings with AI—data sources, models, and tips to forecast matchups with confidence.

30 min read
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