The the Economics of Data, Analytics, and Digital Transformation :: The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation.
A comprehensive guide for seasoned business leaders who struggle with where and how to exploit the economics of data and analytics to gain true value from data, accelerate company operations through AI, and guide their digital transformation.
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Weitere Verfasser: | |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham :
Packt Publishing, Limited,
2020.
|
| Schriftenreihe: | Expert insight.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | A comprehensive guide for seasoned business leaders who struggle with where and how to exploit the economics of data and analytics to gain true value from data, accelerate company operations through AI, and guide their digital transformation. |
| Beschreibung: | 1 online resource (253 p.) |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9781800569133 1800569130 |
Internformat
MARC
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| 100 | 1 | |a Schmarzo, Bill. |0 http://id.loc.gov/authorities/names/nb2014001097 | |
| 245 | 1 | 4 | |a The the Economics of Data, Analytics, and Digital Transformation : |b The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation. |
| 260 | |a Birmingham : |b Packt Publishing, Limited, |c 2020. | ||
| 300 | |a 1 online resource (253 p.) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
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| 490 | 1 | |a Expert insight | |
| 520 | |a A comprehensive guide for seasoned business leaders who struggle with where and how to exploit the economics of data and analytics to gain true value from data, accelerate company operations through AI, and guide their digital transformation. | ||
| 505 | 0 | |a Cover -- Copyright -- Packt Page -- Foreword -- Contributor -- Table of Content -- Preface -- Chapter 1: 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 | |
| 505 | 8 | |a Testing the Big Data Business Model Maturity Index -- Summary -- Further Reading -- Homework -- Chapter 2: 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 -- Chapter 3: A Review of Basic Economic Concepts -- The Economic Value Curve | |
| 505 | 8 | |a 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 -- Chapter 4: University of San Francisco Economic Value of Data Research Paper -- Introduction -- Creating the Collaborative Value Creation Framework -- Chipotle Use Case -- Summary -- Citations -- Chapter 5: The Economic Value of Data Theorems -- EvD Theorem #1: Data, By Itself, Provides Little Value | |
| 505 | 8 | |a 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 -- Chapter 6: 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 | |
| 505 | 8 | |a Case Study #1: Google TensorFlow -- Case Study #2: Tesla Autonomous Vehicles -- The Autonomous Holy Grail of AI -- Summary -- Further Reading -- Homework -- Chapter 7: The Schmarzo Economic Digital Assest 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 | |
| 504 | |a Includes bibliographical references and index. | ||
| 650 | 0 | |a Information technology |x Management. |0 http://id.loc.gov/authorities/subjects/sh2008006980 | |
| 650 | 0 | |a Big data. |0 http://id.loc.gov/authorities/subjects/sh2012003227 | |
| 650 | 6 | |a Technologie de l'information |x Gestion. | |
| 650 | 6 | |a Données volumineuses. | |
| 650 | 7 | |a Database design & theory. |2 bicssc | |
| 650 | 7 | |a Data capture & analysis. |2 bicssc | |
| 650 | 7 | |a Information visualization. |2 bicssc | |
| 650 | 7 | |a Information architecture. |2 bicssc | |
| 650 | 7 | |a Computers |x Data Processing. |2 bisacsh | |
| 650 | 7 | |a Computers |x Data Modeling & Design. |2 bisacsh | |
| 650 | 7 | |a Big data |2 fast | |
| 650 | 7 | |a Information technology |x Management |2 fast | |
| 700 | 1 | |a Borne, Kirk. | |
| 758 | |i has work: |a The the Economics of Data, Analytics, and Digital Transformation (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGTxBvgj7G7hhYhvjDK36X |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Schmarzo, Bill |t The the Economics of Data, Analytics, and Digital Transformation : The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation |d Birmingham : Packt Publishing, Limited,c2020 |z 9781800561410 |
| 830 | 0 | |a Expert insight. |0 http://id.loc.gov/authorities/names/no2019019794 | |
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| author_GND | http://id.loc.gov/authorities/names/nb2014001097 |
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| callnumber-search | HD30.2 .S36 2020 |
| callnumber-sort | HD 230.2 S36 42020 |
| callnumber-subject | HD - Industries, Land Use, Labor |
| collection | ZDB-4-EBU |
| contents | Cover -- Copyright -- Packt Page -- Foreword -- Contributor -- Table of Content -- Preface -- Chapter 1: 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 -- Chapter 2: 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 -- Chapter 3: 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 -- Chapter 4: University of San Francisco Economic Value of Data Research Paper -- Introduction -- Creating the Collaborative Value Creation Framework -- Chipotle Use Case -- Summary -- Citations -- Chapter 5: 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 -- Chapter 6: 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 -- Chapter 7: The Schmarzo Economic Digital Assest 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 |
| ctrlnum | (OCoLC)1225552482 |
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| dewey-ones | 658 - General management |
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| discipline | Wirtschaftswissenschaften |
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| illustrated | Not Illustrated |
| indexdate | 2024-11-26T14:49:38Z |
| institution | BVB |
| isbn | 9781800569133 1800569130 |
| language | English |
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| series | Expert insight. |
| series2 | Expert insight |
| spelling | Schmarzo, Bill. http://id.loc.gov/authorities/names/nb2014001097 The the Economics of Data, Analytics, and Digital Transformation : The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation. Birmingham : Packt Publishing, Limited, 2020. 1 online resource (253 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Expert insight A comprehensive guide for seasoned business leaders who struggle with where and how to exploit the economics of data and analytics to gain true value from data, accelerate company operations through AI, and guide their digital transformation. Cover -- Copyright -- Packt Page -- Foreword -- Contributor -- Table of Content -- Preface -- Chapter 1: 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 -- Chapter 2: 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 -- Chapter 3: 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 -- Chapter 4: University of San Francisco Economic Value of Data Research Paper -- Introduction -- Creating the Collaborative Value Creation Framework -- Chipotle Use Case -- Summary -- Citations -- Chapter 5: 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 -- Chapter 6: 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 -- Chapter 7: The Schmarzo Economic Digital Assest 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 Includes bibliographical references and index. Information technology Management. http://id.loc.gov/authorities/subjects/sh2008006980 Big data. http://id.loc.gov/authorities/subjects/sh2012003227 Technologie de l'information Gestion. Données volumineuses. Database design & theory. bicssc Data capture & analysis. bicssc Information visualization. bicssc Information architecture. bicssc Computers Data Processing. bisacsh Computers Data Modeling & Design. bisacsh Big data fast Information technology Management fast Borne, Kirk. has work: The the Economics of Data, Analytics, and Digital Transformation (Text) https://id.oclc.org/worldcat/entity/E39PCGTxBvgj7G7hhYhvjDK36X https://id.oclc.org/worldcat/ontology/hasWork Print version: Schmarzo, Bill The the Economics of Data, Analytics, and Digital Transformation : The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation Birmingham : Packt Publishing, Limited,c2020 9781800561410 Expert insight. http://id.loc.gov/authorities/names/no2019019794 FWS01 ZDB-4-EBU FWS_PDA_EBU https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2695509 Volltext |
| spellingShingle | Schmarzo, Bill The the Economics of Data, Analytics, and Digital Transformation : The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation. Expert insight. Cover -- Copyright -- Packt Page -- Foreword -- Contributor -- Table of Content -- Preface -- Chapter 1: 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 -- Chapter 2: 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 -- Chapter 3: 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 -- Chapter 4: University of San Francisco Economic Value of Data Research Paper -- Introduction -- Creating the Collaborative Value Creation Framework -- Chipotle Use Case -- Summary -- Citations -- Chapter 5: 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 -- Chapter 6: 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 -- Chapter 7: The Schmarzo Economic Digital Assest 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 Information technology Management. http://id.loc.gov/authorities/subjects/sh2008006980 Big data. http://id.loc.gov/authorities/subjects/sh2012003227 Technologie de l'information Gestion. Données volumineuses. Database design & theory. bicssc Data capture & analysis. bicssc Information visualization. bicssc Information architecture. bicssc Computers Data Processing. bisacsh Computers Data Modeling & Design. bisacsh Big data fast Information technology Management fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh2008006980 http://id.loc.gov/authorities/subjects/sh2012003227 |
| title | The the Economics of Data, Analytics, and Digital Transformation : The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation. |
| title_auth | The the Economics of Data, Analytics, and Digital Transformation : The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation. |
| title_exact_search | The the Economics of Data, Analytics, and Digital Transformation : The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation. |
| title_full | The the Economics of Data, Analytics, and Digital Transformation : The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation. |
| title_fullStr | The the Economics of Data, Analytics, and Digital Transformation : The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation. |
| title_full_unstemmed | The the Economics of Data, Analytics, and Digital Transformation : The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation. |
| title_short | The the Economics of Data, Analytics, and Digital Transformation : |
| title_sort | the economics of data analytics and digital transformation the theorems laws and empowerments to guide your organization s digital transformation |
| title_sub | The Theorems, Laws, and Empowerments to Guide Your Organization's Digital Transformation. |
| topic | Information technology Management. http://id.loc.gov/authorities/subjects/sh2008006980 Big data. http://id.loc.gov/authorities/subjects/sh2012003227 Technologie de l'information Gestion. Données volumineuses. Database design & theory. bicssc Data capture & analysis. bicssc Information visualization. bicssc Information architecture. bicssc Computers Data Processing. bisacsh Computers Data Modeling & Design. bisacsh Big data fast Information technology Management fast |
| topic_facet | Information technology Management. Big data. Technologie de l'information Gestion. Données volumineuses. Database design & theory. Data capture & analysis. Information visualization. Information architecture. Computers Data Processing. Computers Data Modeling & Design. Big data Information technology Management |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2695509 |
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