Backtesting for Beginners: Prove Your Edge Before You Risk Money
How to backtest a simple strategy by hand and in spreadsheets, avoid curve-fitting, and know whether your win rate actually survives out-of-sample data.
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10 articles
How to backtest a simple strategy by hand and in spreadsheets, avoid curve-fitting, and know whether your win rate actually survives out-of-sample data.
How to estimate your maintenance calories, choose a sensible deficit, and handle the plateaus, tracking errors, and hunger that derail the math.
Realistic milestones by hours studied — from Hangul in a week to TOPIK II — and why 'Korean is the hardest language' is only half true.
The aspirated vs tense consonants, the tricky vowels ㅓ and ㅡ, unreleased final letters, and the double life of ㄹ — how native speakers actually hear them.
What POD actually costs per item, realistic margins after fees and shipping, and why the design and niche matter more than your storefront.
The components of a written trading plan — entry, exit, risk, and the rules that keep emotions out of the trade — and why most unprofitable traders skip it.
From zero clients to a four-figure project — picking a sellable service, finding buyers with budgets, proposals that close, and delivering for returners.
An honest 6–12 month path to your first programming job — skill sequencing, building proof, applying strategically, and evaluating offers when they arrive.
What trading really is — instruments and leverage, how orders execute, what brokers and spreads cost, and the survival statistics nobody advertises.
Candlestick anatomy, timeframes, support and resistance, trend structure, and volume — how traders actually read price, minus the magic-pattern mythology.
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