The data science workshop : a new, interactive approach to learning data science /: a new, interactive approach to learning data science. (2020)

• Record Type: Book
• Further Information: Note: Anthony So [and four others].
• Authors: So, Anthony
• Contents: Table of ContentsIntroduction to Data Science in PythonRegressionBinary ClassificationMulticlass Classification with RandomForestPerforming Your First Cluster AnalysisHow to Assess PerformanceThe Generalization of Machine Learning ModelsHyperparameter TuningInterpreting a Machine Learning ModelAnalyzing a DatasetData PreparationFeature EngineeringImbalanced DatasetsDimensionality ReductionEnsemble LearningMachine Learning PipelinesAutomated Feature Engineering.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 006.31; Machine learning; Electronic data processing; Statistics -- Data processing; Python (Computer program language); Application software -- Development; Electronic books
• Languages: English
• ISBNs: 9781838983086; 1838983082
• Related ISBNs: 9781838981266
• Notes: Note: Includes bibliographical references and index.; Note: Description based on online resource; title from cover (Safari, viewed July 17, 2020).
• 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.