Probability, statistics and time series, with real numbers.
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The maths every quant interview starts with.
How to tell an edge from luck.
How prices move, and how to forecast them honestly.
Market data in Python, the exchange, and portfolios that hold up.
The numpy and pandas habits that keep research free of look-ahead.
How an exchange matches orders, and how market makers set prices.
Combine bets, measure the risk, and decide how much to put on each.