Recent Articles

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

How to Build a Winning UFC Prediction Algorithm from Scratch?

Build smarter UFC win odds with clean data, sharp features, and calibrated models—step-by-step tips from a pro sports analyst.

25 min read
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Georgia CFP Betting Picks: Maximizing Value With Data-Driven Decisions

Smart, data-driven picks for Georgia in the CFP. We break down form, matchups, line moves, and bankroll tips you can trust.

14 min read
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Winning the Octagon: How to Build a Profitable UFC Fight Prediction System

Build smarter UFC fight picks with data-driven stats, clear models, and bankroll tips from an analyst using AI each fight week.

30 min read
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Building a Winning UFC Betting Model: How to Predict Fights & Beat the Market

Build smarter UFC picks with data-driven models, practical stats, and bankroll tips from a pro analyst using real fight data. Plus calibration and staking.

25 min read
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College Football Playoff Prediction Model Explained: From Stats to Probabilities

See how a pro analyst uses AI to forecast the 12-team CFP—bid odds, seeds, and scenarios—explained clearly with real data.

19 min read
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UFC Fight Simulation Model: Predicting Fights with Data

How a sports analyst uses data and AI to model UFC fights, simulate outcomes, and share honest, well-calibrated win probabilities.

9 min read
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Alabama College Football Playoff Prediction: Records, Risks, and Weekly Scenarios

See how Alabama can reach the 12-team CFP with AI-driven odds, key games, and realistic scenarios, explained by a pro analyst.

11 min read
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College Football Playoff Betting Model: Forecast Lines With Confidence

Build smarter College Football Playoff bets with AI-driven odds, fair lines, and bankroll tips from a pro analyst, step by step. Price spreads and totals.

18 min read
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Ohio State College Football Playoff Prediction: Tracking the Buckeyes’ Path

Ohio State’s playoff path, scenarios, and data-driven odds—key metrics, models, and weekly signals fans should watch this season.

11 min read
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