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Mathematical language · 10 min
Linear equations stay balanced
An equation is a promise that two quantities are equal — solving means undoing operations on both sides.
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Classical MLModels, evaluation, and the tradeoffs interviewers love14 conceptsStats & ProbabilityInference, testing, and probabilistic thinking10 conceptsLinear AlgebraVectors, transformations, and decompositions5 conceptsDeep LearningFrom backprop to transformers12 conceptsAlgebraFoundations: equations, functions, growth4 conceptsCalculusChange and accumulation3 concepts