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Hands-on predictive analytics with Python : master the complete predictive analytics process, from problem definition to model deployment

Author: Alvaro Fuentes
Publisher: Birmingham, UK : Packt Publishing, 2018.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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This book will teach you all the processes you need to build a predictive analytics solution: understanding the problem, preparing datasets, exploring relationships, model building, tuning,  Read more...

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Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Alvaro Fuentes
ISBN: 1789134544 9781789134544
OCLC Number: 1088729718
Description: 1 online resource (1 volume) : illustrations
Contents: Table of ContentsThe Predictive Analytics ProcessProblem Understanding and Data PreparationDataset Understanding - Exploratory Data AnalysisPredicting Numerical Values with Machine LearningPredicting Categories with Machine LearningIntroducing Neural Nets for Predictive AnalyticsModel EvaluationModel Tuning and Improving PerformanceImplementing a Model with Dash
Responsibility: Alvaro Fuentes.

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