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Cole Stryker
Smarter Data Science
Читать книгу Smarter Data Science - Cole Stryker - Страница 1
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Страница 1
Table of Contents
List of Illustrations
Guide
Pages
Praise For This Book
Smarter Data Science Succeeding with Enterprise-Grade Data and AI Projects
Страница 8
Страница 9
About the Authors
Acknowledgments
Foreword for
Smarter Data Science
Epigraph
Страница 14
CHAPTER 1 Climbing the AI Ladder
Readying Data for AI
Technology Focus Areas
Taking the Ladder Rung by Rung
THE BIG PICTURE
Constantly Adapt to Retain Organizational Relevance
ECONOMICALLY VIABLE
Data-Based Reasoning Is Part and Parcel in the Modern Business
LEARNING
Toward the AI-Centric Organization
SCALE
Summary
CHAPTER 2 Framing Part I: Considerations for Organizations Using AI
Data-Driven Decision-Making
Using Interrogatives to Gain Insight
NOTE
The Trust Matrix
The Importance of Metrics and Human Insight
THE ZACHMAN FRAMEWORK
Democratizing Data and Data Science
DEMOCRATIZATION
Aye, a Prerequisite: Organizing Data Must Be a Forethought NOTE
NOTE
NOTE
NOTE
Preventing Design Pitfalls
ARCHITECTURE AND DESIGN
Facilitating the Winds of Change: How Organized Data Facilitates Reaction Time
NOTE
MUTABLE
Quae Quaestio (Question Everything)
QUESTIONING
Summary
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