Hands-on predictive analytics with Python : master the complete predictive analytics process, from problem definition to model deployment /: master the complete predictive analytics process, from problem definition to model deployment. (2018)

• Record Type: Book
• Further Information: Note: Alvaro Fuentes.
• Authors: Fuentes, Alvaro
• 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.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2018
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 005.133; COMPUTERS / Programming Languages / General; Application software -- Development; Big data; Data mining; Decision making -- Data processing; Python (Computer program language); Python (Computer program language); Application software -- Development; Decision making -- Data processing; Data mining; Big data; Electronic books
• Languages: English
• ISBNs: 1789134544; 9781789134544
• Related ISBNs: 9781789138719
• Notes: Note: Includes bibliographical references.; Note: Description based on online resource; title from title page (Safari, viewed February 26, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.