Analytics the Right Way
John Wiley & Sons Inc (Verlag)
978-1-394-26449-0 (ISBN)
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Providing both underlying theory and practical solutions, Analytics the Right Way is a thorough exploration of how to create tangible business value with data. Written by Tim Wilson, seasoned industry professional with more than 20 years of proven experience, and Dr. Joe Sutherland, renowned professor and researcher who served in The White House during the Obama administration, this book shows readers how to find the answers to common data and analytics frustrations and anxieties, including lack of actionable insights, ineffective recommendations, difficulties scaling, and unclear ROI.
Written in accessible language with helpful illustrations to elucidate key concepts included throughout, this book explores topics including:
Economic, institutional, and psychological factors that inadvertently reinforce misconceptions of data and analytics and the misguided allocation of resources and efforts
The potential outcomes framework, a mental model through which to view decision making and the possible versions of the world that may emerge as a result of the decision you make
Three fundamentally different ways that data can be used within an organization to drive value: measuring performance, validating hypotheses, and enabling operational processes
Ways that digitally enabled, profitable, AI-first enterprises are distinguished by the leader's ability to elegantly weave the three uses of data together
Analytics the Right Way is an essential resource for business leaders, entrepreneurs, data and analytics professionals, executives, and all professionals seeking to cut through the noise and start putting data to use in a way that is productive, profitable, and even fun.
Table of Contents Chapter 1: Is This Book Right for You?.......................................................xx
Chapter 2: How We Got Here...................................................................xx
Chapter 3: Making Decisions with Data: Causality and Uncertainty............xx
Chapter 4: A Structured Approach to Using Data…………………………………. xx
Chapter 5: Making Decisions through Performance Measurement…………. xx
Chapter 6: Making Decisions through Hypothesis Validation…………………. xx
Chapter 7: Hypothesis Validation with New Evidence……………………………xx
Chapter 8: Descriptive Evidence: Pitfalls and Solutions…………………………xx
Chapter 9: Pitfalls and Solutions for Scientific Evidence………………………. xx
Chapter 10: Operational Enablement Using Data……………………………….. xx
Chapter 11: Bringing It All Together……………………………………………………. xx
| Erscheint lt. Verlag | 20.3.2025 |
|---|---|
| Verlagsort | New York |
| Sprache | englisch |
| Themenwelt | Mathematik / Informatik ► Mathematik |
| ISBN-10 | 1-394-26449-6 / 1394264496 |
| ISBN-13 | 978-1-394-26449-0 / 9781394264490 |
| Zustand | Neuware |
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