Read the numbers properly.
Sample size, rate stats, park factors, regression to the mean — the statistics behind every sports argument, and the reason most of them are wrong. Those are learnable, and nobody teaches them.
So we wrote the course we wish existed: 35 short, honest lessons on reading sports statistics and on how betting markets work, plus a 40-term glossary. No locks, no hype, no guru act — the same principles our own research runs on.
7 tracks · read in any order
Why an analytics company teaches for free
Because every tool we build assumes you can read a number properly — a fantasy manager weighing a hot streak, a fan settling an argument, or a bettor judging a price. Someone who understands sample size and expected value gets more out of all of it; someone who doesn't gets misled by the first eye-catching stat.
Education isn't a marketing add-on for us; it's the point. The app exists to make disciplined research faster — the course teaches the discipline.
Seven tracks. 35 lessons. Zero hype.
Each lesson is short, ends with a quiz, and stands on its own.
Track 1 · 12 lessons
Reading the Numbers
Statistical literacy for any sport. Nothing here is about wagering.
- Rate stats vs counting stats
- Regression to the mean
- Which stats stabilize first
- Why projections have ranges
Track 2 · 6 lessons
Context & Matchups
The conditions that change what a number means.
- Park factors
- Pace and usage
- Home field advantage, measured
- Splits, and when they are real
Track 3 · 6 lessons
Fantasy Analytics
Roles, formats and the draft market.
- Target share, snap share, and role
- ADP is consensus, not value
- Reading usage for waiver decisions
Track 4 · 3 lessons
Betting 101
The mechanics, for anyone who bets or wants to read odds.
- How odds actually work
- What +EV really means
- The vig: the house's quiet tax
Track 5 · 3 lessons
Reading the Market
Prices move for reasons. Learn to read them.
- Line shopping
- Public money vs. sharp money
- Line movement: steam and drift
Track 6 · 4 lessons
Strategy & Discipline
Bankrolls, small samples and parlay math, honestly.
- Bankroll management
- Hit rates lie when the sample is small
- The favorite-longshot bias
- Parlay math
Track 7 · 1 lesson
Play Smart
Betting should stay entertainment. Keep it that way.
- Betting like it’s a hobby
