The Decision Maker’s Handbook to Data Science: A Guide for Non-Technical Executives, Managers, and Founders 2nd Edition Stylianos Kampakis 1484254945 9781484254943

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Product details:

• ISBN 10: 1484254945
• ISBN 13: 9781484254943
• Author: Stylianos Kampakis

Data science is expanding across industries at a rapid pace, and the companies first to adopt best practices will gain a significant advantage. To reap the benefits, decision makers need to have a confident understanding of data science and its application in their organization. It is easy for novices to the subject to feel paralyzed by intimidating buzzwords, but what many don’t realize is that data science is in fact quite multidisciplinary—useful in the hands of business analysts, communications strategists, designers, and more. With the second edition of The Decision Maker’s Handbook to Data Science, you will learn how to think like a veteran data scientist and approach solutions to business problems in an entirely new way. Author Stylianos Kampakis provides you with the expertise and tools required to develop a solid data strategy that is continuously effective.

Table of contents:

1. Demystifying Data Science and All the Other Buzzwords

2. Data Management

3. Data Collection Problems

4. How to Keep Data Tidy

5. Thinking like a Data Scientist (Without Being One)

6. A Short Introduction to Statistics

7. A Short Introduction to Machine Learning

8. Problem Solving

9. Pitfalls

10. Hiring and Managing Data Scientists

11. Building a Data Science Culture

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