Where markets meet machine learning
Research notes, model explainers and market analysis from the team building TradePredictor. No hype, no signals-for-sale — just how the maths actually works.
Trading Education
Trading Psychology: The Biases That Cost Money
Most trading mistakes are not analytical failures. They are predictable cognitive patterns that appear reliably under financial p…
Trading Education
Support and Resistance: Why Levels Matter
Levels are not magic lines. They work because orders cluster there, and understanding the mechanism tells you which levels to tru…
Trading Education
How to Read a Candlestick Chart
Each candle compresses four numbers into one shape. Understanding what it does and does not tell you prevents most beginner misre…
Trading Education
Order Types Explained
Market, limit, stop, stop-limit. Choosing wrongly is how traders get fills far from where they intended, usually at the worst pos…
Trading Education
Pips, Lots and Position Size: The Forex Basics
Before any strategy question, you need to know exactly how much money one unit of movement represents. Most early losses trace ba…
Trading Education
Leverage: How It Really Works
Leverage does not increase your edge. It multiplies whatever edge you have, including a negative one, and it shortens the time yo…
Trading Education
The Sharpe Ratio for Traders
A measure of return per unit of risk, widely quoted and routinely misapplied to strategies that violate its assumptions.
Trading Education
Drawdown Explained: The Number That Ends Accounts
Return is what people advertise. Drawdown is what determines whether you are still trading when the returns arrive.
Trading Education
Expectancy: The Only Metric That Really Matters
One number tells you whether a strategy makes money. Most traders track everything except it.