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OCoLC |
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20240329122006.0 |
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m d |
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200523s2020 xx o ||| 0 eng d |
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|a EBLCP
|b eng
|c EBLCP
|d REDDC
|d OCLCF
|d OCLCQ
|d OCLCO
|d OCLCQ
|d OCLCL
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| 020 |
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|a 9781119651802
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| 020 |
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|a 1119651808
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| 035 |
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|a (OCoLC)1155332896
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| 050 |
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|a HC79.I55
|b .C684 2020
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| 082 |
0 |
4 |
|a 658.0563
|2 23
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| 049 |
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|a UAMI
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| 100 |
1 |
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|a Anderson, Jason L.
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| 245 |
1 |
0 |
|a Artificial Intelligence for Business
|h [electronic resource] :
|b A Roadmap for Getting Started with AI.
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| 260 |
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|a Newark :
|b John Wiley & Sons, Incorporated,
|c 2020.
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| 300 |
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|a 1 online resource (198 p.)
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| 500 |
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|a Description based upon print version of record.
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| 505 |
0 |
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|a Intro -- Table of Contents -- Preface -- Acknowledgments -- CHAPTER 1: Introduction -- Case Study #1: FANUC Corporation -- Case Study #2: HR Block -- Case Study #3: BlackRock, Inc. -- How to Get Started -- The Road Ahead -- Notes -- CHAPTER 2: Ideation -- An Artificial Intelligence Primer -- Becoming an Innovation-Focused Organization -- Idea Bank -- Business Process Mapping -- Flowcharts, SOPs, and You -- Information Flows -- Coming Up with Ideas -- Value Analysis -- Sorting and Filtering -- Ranking, Categorizing, and Classifying -- Reviewing the Idea Bank
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| 505 |
8 |
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|a Brainstorming and Chance Encounters -- AI Limitations -- Pitfalls -- Action Checklist -- Notes -- CHAPTER 3: Defining the Project -- The What, Why, and How of a Project Plan -- The Components of a Project Plan -- Approaches to Break Down a Project -- Project Measurability -- Balanced Scorecard -- Building an AI Project Plan -- Pitfalls -- Action Checklist -- CHAPTER 4: Data Curation and Governance -- Data Collection -- Leveraging the Power of Existing Systems -- The Role of a Data Scientist -- Feedback Loops -- Making Data Accessible -- Data Governance -- Are You Data Ready? -- Pitfalls
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| 505 |
8 |
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|a Action Checklist -- Notes -- CHAPTER 5: Prototyping -- Is There an Existing Solution? -- Employing vs. Contracting Talent -- Scrum Overview -- User Story Prioritization -- The Development Feedback Loop -- Designing the Prototype -- Technology Selection -- Cloud APIs and Microservices -- Internal APIs -- Pitfalls -- Action Checklist -- Notes -- CHAPTER 6: Production -- Reusing the Prototype vs. Starting from a Clean Slate -- Continuous Integration -- Automated Testing -- Ensuring a Robust AI System -- Human Intervention in AI Systems -- Ensure Prototype Technology Scales
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| 505 |
8 |
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|a Cloud Deployment Paradigms -- Cloud API's SLA -- Continuing the Feedback Loop -- Pitfalls -- Action Checklist -- Notes -- CHAPTER 7: Thriving with an AI Lifecycle -- Incorporate User Feedback -- AI Systems Learn -- New Technology -- Quantifying Model Performance -- Updating and Reviewing the Idea Bank -- Knowledge Base -- Building a Model Library -- Contributing to Open Source -- Data Improvements -- With Great Power Comes Responsibility -- Pitfalls -- Action Checklist -- Notes -- CHAPTER 8: Conclusion -- The Intelligent Business Model -- The Recap -- So What Are You Waiting For?
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| 505 |
8 |
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|a APPENDIX A: AI Experts -- AI Experts -- Chris Ackerson -- Jeff Bradford -- Nathan S. Robinson -- Evelyn Duesterwald -- Jill Nephew -- Rahul Akolkar -- Steven Flores -- APPENDIX B: Roadmap Action Checklists -- Step 1: Ideation -- Step 2: Defining the Project -- Step 3: Data Curation and Governance -- Step 4: Prototyping -- Step 5: Production -- Thriving with an AI Lifecycle -- APPENDIX C: Pitfalls to Avoid -- Step 1: Ideation -- Step 2: Defining the Project -- Step 3: Data Curation and Governance -- Step 4: Prototyping -- Step 5: Production -- Thriving with an AI Lifecycle -- Index
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| 500 |
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|a End User License Agreement
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| 590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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| 650 |
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0 |
|a Artificial intelligence
|x Economic aspects.
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| 650 |
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6 |
|a Intelligence artificielle
|x Aspect économique.
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| 650 |
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7 |
|a Artificial intelligence
|x Economic aspects
|2 fast
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| 700 |
1 |
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|a Coveyduc, Jeffrey L.
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| 758 |
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|i has work:
|a Artificial intelligence for business (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCFDQkcCPxPPQQwbQtJghBK
|4 https://id.oclc.org/worldcat/ontology/hasWork
|
| 776 |
0 |
8 |
|i Print version:
|a Anderson, Jason L.
|t Artificial Intelligence for Business : A Roadmap for Getting Started with AI
|d Newark : John Wiley & Sons, Incorporated,c2020
|z 9781119651734
|
| 856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6173699
|z Texto completo
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| 938 |
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|a ProQuest Ebook Central
|b EBLB
|n EBL6173699
|
| 994 |
|
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|a 92
|b IZTAP
|
