This is an interim version of our Electronic Legal Deposit Catalogue-eJournals and eBooks while we continue to recover from a cyber-attack.
The The Data Science Workshop : Learn how you can build machine learning models and create your own real-world data science projects, 2nd Edition /: Learn how you can build machine learning models and create your own real-world data science projects, 2nd Edition. (2020)
Record Type:
Book
Title:
The The Data Science Workshop : Learn how you can build machine learning models and create your own real-world data science projects, 2nd Edition /: Learn how you can build machine learning models and create your own real-world data science projects, 2nd Edition. (2020)
Main Title:
The The Data Science Workshop : Learn how you can build machine learning models and create your own real-world data science projects, 2nd Edition
Further Information:
Note: Anthony So, Thomas V. Joseph, Robert Thas John, Andrew Worsley, Dr. Samuel Asare.
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 Learning.
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.