Machine learning shows up in quant interviews more every year, and for Quant Research roles it is now a core part of the loop. This lesson is a map, not a manual. The Programming course you are reading is the coding-round track: data structures, algorithms, and clean Python. The machine-learning theory itself, the models and the math behind them, lives in our dedicated Machine Learning course. What follows is a one-paragraph tour of the landscape so you know the territory and where to go deep. Each section links straight into the relevant ML lesson.
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