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Enterprise artificial intelligence transformation : a playbook for the next generation of business and technology leaders /
"Enterprise Artificial Intelligence Transformation helps business and technology professionals master the segments of the AI market that relate to them and achieve, maintain, and grow successful and cost-effective AI. Readers will learn to build and sustain an AI organizational capability at sc...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, New Jersey :
John Wiley & Sons, Inc.,
[2020]
|
| Temas: | |
| Acceso en línea: | Texto completo Texto completo |
MARC
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|---|---|---|---|
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| 008 | 200319s2020 njuab ob 001 0 eng | ||
| 010 | |a 2019056748 | ||
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| 050 | 0 | 4 | |a HD45 |b .H327 2020 |
| 082 | 0 | 0 | |a 006.3068 |2 23 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Haq, Rashed, |e author. | |
| 245 | 1 | 0 | |a Enterprise artificial intelligence transformation : |b a playbook for the next generation of business and technology leaders / |c Rashed Haq. |
| 264 | 1 | |a Hoboken, New Jersey : |b John Wiley & Sons, Inc., |c [2020] | |
| 300 | |a 1 online resource (xxiv, 342 pages) : |b illustrations, maps | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a "Enterprise Artificial Intelligence Transformation helps business and technology professionals master the segments of the AI market that relate to them and achieve, maintain, and grow successful and cost-effective AI. Readers will learn to build and sustain an AI organizational capability at scale. The author takes a dual analytic and instructional approach, enabling readers to come away confident in their ability to utilize AI effectively. Topics covered include: Crafting an AI strategy Machine learning, deep learning, and semantic modeling Creating and managing an AI Center of Excellence Risk management, and Real-world AI use cases"-- |c Provided by publisher. | ||
| 588 | |a Description based on online resource; title from digital title page (viewed on June 26, 2020). | ||
| 505 | 0 | |a Cover -- Title Page -- Copyright Page -- Contents -- Foreword: Artificial Intelligence and the New Generation of Technology Building Blocks -- Prologue: A Guide to This Book -- PART I A Brief Introduction to Artificial Intelligence -- Chapter 1 A Revolution in the Making -- The Impact of the Four Revolutions -- AI Myths and Reality -- The Data and Algorithms Virtuous Cycle -- The Ongoing Revolution -- Why Now? -- AI: Your Competitive Advantage -- Chapter 2 What Is AI and How Does It Work? -- The Development of Narrow AI -- The First Neural Network -- Machine Learning. | |
| 505 | 8 | |a Types of Uses for Machine Learning -- Types of Machine Learning Algorithms -- Supervised, Unsupervised, and Semisupervised Learning -- Making Data More Useful -- Semantic Reasoning -- Applications of AI -- PART II Artificial Intelligence in the Enterprise -- Chapter 3 AI in E-Commerce and Retail -- Digital Advertising -- Marketing and Customer Acquisition -- Cross-Selling, Up-Selling, and Loyalty -- Business-to-Business Customer Intelligence -- Dynamic Pricing and Supply Chain Optimization -- Digital Assistants and Customer Engagement -- Chapter 4 AI in Financial Services -- Anti-Money Laundering. | |
| 505 | 8 | |a Loans and Credit Risk -- Predictive Services and Advice -- Algorithmic and Autonomous Trading -- Investment Research and Market Insights -- Automated Business Operations -- Chapter 5 AI in Manufacturing and Energy -- Optimized Plant Operations and Assets Maintenance -- Automated Production Lifecycles -- Supply Chain Optimization -- Inventory Management and Distribution Logistics -- Electric Power Forecasting and Demand Response -- Oil Production -- Energy Trading -- Chapter 6 AI in Healthcare -- Pharmaceutical Drug Discovery -- Clinical Trials -- Disease Diagnosis. | |
| 505 | 8 | |a Preparation for Palliative Care -- Hospital Care -- PART III Building Your Enterprise AI Capability -- Chapter 7 Developing an AI Strategy -- Goals of Connected Intelligence Systems -- The Challenges of Implementing AI -- AI Strategy Components -- Steps to Develop an AI Strategy -- Some Assembly Required -- Creating an AI Center of Excellence -- Building an AI Platform -- Defining a Data Strategy -- Moving Ahead -- Chapter 8 The AI Lifecycle -- Defining Use Cases -- Collecting, Assessing, and Remediating Data -- Data Instrumentation -- Data Cleansing -- Data Labeling -- Feature Engineering. | |
| 505 | 8 | |a Selecting and Training a Model -- Managing Models -- Testing, Deploying, and Activating Models -- Testing -- Governing Model Risk -- Deploying the Model -- Activating the Model -- Production Monitoring -- Conclusion -- Chapter 9 Building the Perfect AI Engine -- AI Platforms versus AI Applications -- What AI Platform Architectures Should Do -- Some Important Considerations -- Should a System Be Cloud-Enabled, Onsite at an Organization, or a Hybrid of the Two? -- Should a Business Store Its Data in a Data Warehouse, a Data Lake, or a Data Marketplace? | |
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Business enterprises |x Technological innovations. | |
| 650 | 0 | |a Artificial intelligence |x Economic aspects. | |
| 650 | 0 | |a Organizational learning. | |
| 650 | 0 | |a Organizational effectiveness. | |
| 650 | 6 | |a Entreprises |x Innovations. | |
| 650 | 6 | |a Intelligence artificielle |x Aspect économique. | |
| 650 | 6 | |a Apprentissage organisationnel. | |
| 650 | 6 | |a Efficacité organisationnelle. | |
| 650 | 7 | |a BUSINESS & ECONOMICS / Office Automation. |2 bisacsh | |
| 650 | 7 | |a Artificial intelligence |x Economic aspects |2 fast | |
| 650 | 7 | |a Business enterprises |x Technological innovations |2 fast | |
| 650 | 7 | |a Organizational effectiveness |2 fast | |
| 650 | 7 | |a Organizational learning |2 fast | |
| 758 | |i has work: |a Enterprise artificial intelligence transformation (Text) |1 https://id.oclc.org/worldcat/entity/E39PCFxKRqQv7Yyk89qj7Jgrhd |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Haq, Rashed. |t Enterprise artificial intelligence transformation |b First Edition. |d Hoboken : Wiley, 2020. |z 9781119665939 |w (DLC) 2019056747 |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6226664 |z Texto completo |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781119665939/?ar |z Texto completo |
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| 938 | |a Recorded Books, LLC |b RECE |n rbeEB00831145 | ||
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL6226664 | ||
| 938 | |a EBSCOhost |b EBSC |n 2497507 | ||
| 994 | |a 92 |b IZTAP | ||