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Beginner Articles

11 posts tagged “beginner”.

polymarket bonuses kalshi

Polymarket Referral Codes & Bonuses: What's Real in May 2026 (and What's Not)

Honest guide to Polymarket referral codes, promo codes, and sign-up bonuses in May 2026. How the referral program actually works, which codes are real...

kalshi bonuses tutorial

How to Sign Up for Kalshi: Step-by-Step Walkthrough for US Users (2026)

Step-by-step 2026 walkthrough for US users signing up to Kalshi — eligibility check, account creation, KYC with SSN, ACH funding from your bank, finding...

polymarket beginner tutorial

How to Bet on Polymarket: Step-by-Step for First-Time Users in 2026

Practical 2026 walkthrough for first-time Polymarket users — geographic access, wallet setup, USDC funding on Polygon, finding sports markets, placing...

api prediction-markets calibration

What Is a Sports Prediction API? A 2026 Practical Explainer

Plain-English guide to sports prediction APIs in 2026 — what they return, how authentication and rate limits work, what calibration means, and how to...

sports-betting betting-math beginner

How to Convert Betting Odds: American, Decimal, Fractional & Probability

The formulas plus worked examples for converting every betting odds format. American to decimal, fractional to probability, and how to remove the vig to...

prediction-markets sports-betting beginner

How Prediction Markets Work for Sports: A 2026 Beginner's Guide

Prediction markets are the fastest-growing alternative to traditional sportsbooks. This 2026 guide explains what they are, how they differ from...

nba python machine-learning

Build a Calibrated NBA Win Probability Model in Python

Train and evaluate a calibrated NBA win probability model in Python using play-by-play game states, walk-forward validation, XGBoost and isotonic regression.

infrastructure beginner

Running a Trading Bot for $13 a Month

Our trading stack runs on a $7/month VPS plus $5/month for odds. Full cost breakdown, plus a correction: the bot is not profitable (-$217.75 lifetime).

machine-learning python tutorial

Build an Elo Rating System from Scratch in Python

A complete step-by-step tutorial to implement an Elo rating system in Python for sports prediction. Covers the math, K-factor tuning, season resets, and...

sports-betting trading beginner

How Prediction Market Bots Work (And How to Build One)

A beginner's guide to automated trading on Polymarket. Learn how bots find edges using win probability models, and how to build your own.

machine-learning python tutorial

Elo Ratings for Sports Betting: A Complete Python Guide

How to implement Elo ratings from scratch in Python for sports prediction. Covers home advantage, K-factor tuning, and season resets.