If you’re a machine learning specialist looking to make the transition into the real-world AI applications.
This comprehensive course will be your guide to learning how to scale-up your machine learning model to the optimal state possible, you 'll be learning everything you need to move you machine learning model to the next stage.
This course is designed for both beginners with some programming experience or experienced developers looking to make the jump to Data Science!
You'll learn the machine learning, AI, and data mining techniques real employers are looking for
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7- Preprocessing Standardization
Теги
Machine LearningPreprocessingFeature EngineeringModel EvaluationModel SelectionMissing ValuesLabel EncoderOne-Hot EncoderNormalizationStandardizationBinarizationPCAFeaturetoolsFeature SelectionConfusion MatrixPrecisionRecallF1-scoreFbeta-scoreArea Under CurveAUCOverfittingUnderfittingCross-ValidationLearning CurvesGrid SearchRandom SearchHyperparameters Tuning