دانلود کتاب The Economics of Data, Analytics, and Digital Transformation: The theorems, laws, and empowerments to guide your organization’s digital transformation

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Preface
What this book covers
Get in touch
The CEO Mandate: Become Value‑driven,Not Data-driven
The Data- and Value-Driven Mindsets, Defined
Understanding the Big Data Business Model Maturity Index Phases
Navigating the Big Data Business Model Maturity Index
Transitioning from Business Monitoring to Business Insights
Transitioning from Business Insights to Business Optimization
Transitioning from Business Optimization to Insights Monetization
Transitioning from Insights Monetization to Digital Transformation
Testing the Big Data Business Model Maturity Index
Summary
Further Reading
Homework
Value Engineering: The Secret Sauce for Data Science Success
Step 1: Identify a Strategic Business Initiative
Step 2: Identify Key Business Stakeholders
Step 3: Brainstorm and Prioritize Decisions (Use Cases)
Step 4: Identify Supporting Analytics
Step 5: Identify Potential Data Sources and Instrumentation Strategy
Step 6: Identify Supporting Architecture and Technologies
Summary
Homework
A Review of Basic Economic Concepts
The Economic Value Curve
The Law of Supply and Demand
The Economic Multiplier Effect
Marginal Costs and Sunk Costs
Scarcity
Postponement Theory
Efficiency
Capital
Price Elasticity
The Economic Utility Function
Summary
Further Reading
Homework
University of San Francisco Economic Value of Data Research Paper
Introduction
Creating the Collaborative Value Creation Framework
Chipotle Use Case
Summary
Citations
The Economic Value of Data Theorems
EvD Theorem #1: Data, By Itself, Provides Little Value
EvD Theorem #2: Predictions, Not Data, Drive Value
EvD Theorem #3: Predictions Drive Value Through Use Cases
EvD Theorem #4: The Data Economic Multiplier Effect is the Real Game-changer
EvD Theorem #5: Predictions Enable \"Do More with Less\"
The Economic Value of Data Calculation
Summary
Further Reading
Homework
The Economics of Artificial Intelligence
Orphaned Analytics
Role of Analytic Modules
Composable, Reusable, Continuously Learning Analytic Module Architecture
A Quick Primer on Deep Learning, Reinforcement Learning, and Artificial Intelligence
Case Study #1: Google TensorFlow
Case Study #2: Tesla Autonomous Vehicles
The Autonomous Holy Grail of AI
Summary
Further Reading
Homework
The Schmarzo Economic Digital Asset Valuation Theorem
The Economies of Scale
The Economies of Learning
Digital Economics Effect #1: Marginal Costs Flatten
Digital Economics Effect #2: Economic Value of Digital Assets Grows
Digital Economics Effect #3: Economic Value of Digital Assets Accelerates
Implementing the Schmarzo Economic Digital Asset Valuation Theorem
Summary
Further Reading
Homework
The 8 Laws of Digital Transformation
DX Law #1: It\'s About Business Models, Not Just Business Processes
DX Law #2: It\'s About Digital Transformation, Not Digitalization
DX Law #3: It\'s About Speaking the Language of Your Customers
DX Law #4: It\'s About Creating New Digital Assets
DX Law #5: It\'s About Transitioning from Predicting to Prescribing to Autonomous
DX Law #6: It\'s About AI-driven Autonomous Operations and Policies
DX Law #7: It\'s About Identifying, Codifying, and Operationalizing Sources of Value
DX Law #8: It\'s About the 3 Horizons of Digital Transformation
Summary
Further Reading
Homework
Creating a Culture of Innovation Through Empowerment
Team Empowerment History Lesson
Empowerment #1: Internalize the Organization\'s Mission
Empowerment #2: Speak the Language of the Customer
Empowerment #3: Empowering Teams Through Organizational Improvisation
Empowerment #4: Embrace an \"AND\" Mentality
Empowerment #5: Embrace Critical Thinking
Summary
Further Reading
Homework
Appendix A: My Most Popular Economics of Data, Analytics, and Digital Transformation Infographics
Appendix B: The Economics of Data, Analytics, and Digital Transformation Cheat Sheet
Chapter 1: The CEO Mandate: Become Value-driven, Not Data-driven
Chapter 2: Value Engineering: The Secret Sauce for Data Science Success
Chapter 3: A Review of Basic Economic Concepts
Chapter 4: University of San Francisco Economic Value of Data Research Paper
Chapter 5: The Economic Value of Data Theorems
Chapter 6: The Economics of Artificial Intelligence
Chapter 7: The Schmarzo Economic Digital Asset Valuation Theorem
Chapter 8: The 8 Laws of Digital Transformation
Chapter 9: Creating a Culture of Innovation Through Empowerment
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Index