ML Theory TypesSupervised LearningUnsupervised learningReinforcement LearningInductive LearningTransduction LearningDiscriminative LearningGenerative LearningProgressive LearningContinual LearningRepresentation LearningPredictive learningSequence learning ML Theory NotionCross ValidationLearning HypothesisUnknown Target FunctionEmpirical RuleLogistic Multinomial ClassificationMaximum Likelihood EstimationHyperparameterClosed-form SolutionAutomatic DifferentiationKernel MethodLearning Rate