Data science without makeup : a guidebook for end-users, analysts and managers
著者
書誌事項
Data science without makeup : a guidebook for end-users, analysts and managers
CRC Press, 2022
- : pbk
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注記
Includes bibliographical references and index
収録内容
- The ugly truth. What is data science ; Data science is hard ; Our brain sucks
- A new hope. Data science for people ; Quality assurance ; Automation
- People, people, people. Hiring a data scientist ; What a data scientist wants ; Measuring data science
内容説明・目次
内容説明
- The book shows you what 'data science' actually is and focuses uniquely on how to minimize the negatives of (bad) data science
- It discusses the actual place of data science in a variety of companies, and what that means for the process of data science
- It provides 'how to' advice to both individuals and managers
- It takes a critical approach to data science and provides widely-relatable examples
目次
Foreword by Tom Allen, Lead Sports Scientist at Arsenal FC
Part One. The Ugly Truth
1. What is Data Science?
2. Data Science is Hard
3. Our Brain Sucks
Part Two. A New Hope
4. Data Science for People
5. Quality Assurance
6. Automation
Part Three. People, People, People
7. Hiring a Data Scientist
8 What a Data Scientist Wants
9. Measuring Performance
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