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Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice - Softcover
- PublisherApress
- Publication date2021
- ISBN 10 1484274180
- ISBN 13 9781484274187
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages396
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Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice (Paperback or Softback)
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Apress 12/23/2021, 2021
ISBN 10: 1484274180
ISBN 13: 9781484274187
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Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice
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Building an Effective Data Science Practice
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Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice
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Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice
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Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice
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Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice
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Building an Effective Data Science Practice: A Framework to Bootstrap and Manage a Successful Data Science Practice
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Building an Effective Data Science Practice
Print on DemandSeller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Gain a deep understanding of data science and the thought process needed to solve problems in that field using the required techniques, technologies and skills that go into forming an interdisciplinary team. This book will enable you to set up an effective team of engineers, data scientists, analysts, and other stakeholders that can collaborate effectively on crucial aspects such as problem formulation, execution of experiments, and model performance evaluation.You'll start by delving into the fundamentals of data science - classes of data science problems, data science techniques and their applications - and gradually build up to building a professional reference operating model for a data science function in an organization. This operating model covers the roles and skills required in a team, the techniques and technologies they use, and the best practices typically followed in executing data science projects.Building an Effective Data Science Practiceprovides a common base of reference knowledge and solutions, and addresses the kinds of challenges that arise to ensure your data science team is both productive and aligned with the business goals from the very start. Reinforced with real examples, this book allows you to confidently determine the strategic answers to effectively align your business goals with the operations of the data science practice.What You'll LearnTransform business objectives into concrete problems that can be solved using data scienceEvaluate how problems and the specifics of a business drive the techniques and model evaluation guidelines used in a projectBuild and operate an effective interdisciplinary data science team within an organizationEvaluating the progress of the team towards the business RoIUnderstand the important regulatory aspects that are applicable to a data science practice Who This Book Is ForTechnology leaders, data scientists, and project managers 396 pp. Englisch. Seller Inventory # 9781484274187
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Building an Effective Data Science Practice : A Framework to Bootstrap and Manage a Successful Data Science Practice
Print on DemandSeller: AHA-BUCH GmbH, Einbeck, Germany
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Gain a deep understanding of data science and the thought process needed to solve problems in that field using the required techniques, technologies and skills that go into forming an interdisciplinary team. This book will enable you to set up an effective team of engineers, data scientists, analysts, and other stakeholders that can collaborate effectively on crucial aspects such as problem formulation, execution of experiments, and model performance evaluation.You'll start by delving into the fundamentals of data science - classes of data science problems, data science techniques and their applications - and gradually build up to building a professional reference operating model for a data science function in an organization. This operating model covers the roles and skills required in a team, the techniques and technologies they use, and the best practices typically followed in executing data science projects.Building an Effective Data Science Practiceprovides a common base of reference knowledge and solutions, and addresses the kinds of challenges that arise to ensure your data science team is both productive and aligned with the business goals from the very start. Reinforced with real examples, this book allows you to confidently determine the strategic answers to effectively align your business goals with the operations of the data science practice.What You'll LearnTransform business objectives into concrete problems that can be solved using data scienceEvaluate how problems and the specifics of a business drive the techniques and model evaluation guidelines used in a projectBuild and operate an effective interdisciplinary data science team within an organizationEvaluating the progress of the team towards the business RoIUnderstand the important regulatory aspects that are applicable to a data science practice Who This Book Is ForTechnology leaders, data scientists, and project managers. Seller Inventory # 9781484274187
Quantity: 1 available