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20240329122006.0 |
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210116s2021 xx o ||| 0 eng d |
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|a EBLCP
|b eng
|c EBLCP
|d REDDC
|d OCLCO
|d OCLCL
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| 020 |
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|a 9781119601876
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|a 1119601878
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| 035 |
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|a (OCoLC)1231603786
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|a HG4529.5
|b .N378 2021
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| 082 |
0 |
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|a 332.028563
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| 049 |
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|a UAMI
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| 100 |
1 |
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|a Naqvi, Al.
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| 245 |
1 |
0 |
|a Artificial Intelligence for Asset Management and Investment
|h [electronic resource] :
|b A Strategic Perspective.
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| 260 |
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|a Newark :
|b John Wiley & Sons, Incorporated,
|c 2021.
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| 300 |
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|a 1 online resource (321 p.).
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| 490 |
1 |
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|a Wiley Finance Ser.
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| 500 |
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|a Description based upon print version of record.
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0 |
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|a Cover -- Title Page -- Copyright -- Contents -- Preface -- Acknowledgments -- Chapter 1 AI in Investment Management -- What about AI Suppliers? -- Listening without Judging -- Lessons from ALI -- The Four Stages of AI in Investments -- Stage 1: The Siloed Quant Era -- Era 2: The Strategic Quant Era -- Stage 3: The Organizational Chaos Era -- Stage 4: The Modern Investment Firm -- The Core Model of AIAI -- Your Journey through This Book -- How to Read and Apply this Book? -- References -- Chapter 2 AI and Business Strategy -- Why Strategy? The Red Button -- AI-a Revolution of its Own
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|a Intelligence as a Competitive Advantage -- Intelligence in Products -- Intelligence in Production Platforms -- Intelligence of an Interlinked Network of Systems -- Intelligence as a Competitive Advantage and Various Strategy Schools -- The Intelligence School -- Intelligence and Actions -- Actions -- Automation -- Intelligence Action Chain and Sequence -- Enterprise Software -- Data -- Data Management Expertise -- Partnering, Buying, and Building -- Competitive Advantage -- Business Capabilities -- Chapter 3 Design -- Who Is Responsible for Design? -- Introduction to Design
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| 505 |
8 |
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|a AI as a Competitive Advantage -- The Ten Elements of Design -- 1. Design Your Business Model -- 2. Set Goals for the Entire Firm -- 3. Specify Objectives for Automation and Intelligence -- 4. Design Work Task Frames Based on Human-Computer Interaction -- 5. Perform a DTC (Do, Think, Create) Analysis -- 6. Create a SADAL Framework -- 7. Deploy a Feedback System and Define Performance Measures -- 8. Determine the Business Case or Value -- 9. Analyze Risks -- 10. Develop a Governance Plan -- Some Additional Ideas about Designing Intellectualization -- Summary of the Design Process -- References
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| 505 |
8 |
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|a Chapter 4 Data -- Who Is Responsible for the Data Capability? -- Data and Machine Learning -- Raw Data -- Structured vs. Unstructured Data -- Data Used in Investments -- Data Management Function for the AI Era -- Step 1: Data Needs Assessment (DNA) -- Step 2: Perform Strategic Data Planning -- Step 3: Know the Sensors and Sources (Identify Gaps) -- Step 4: Procure and Understand the Supply Base -- Step 5: Understand the Data Type (Signals) -- Step 6: Organize Data for Usability -- Step 7: Architect Data -- Step 8: Ensure Data Quality -- Step 9: Data Storage and Warehousing
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|a Step 10: Excel in Data Security and Privacy -- Step 11: Implement Data for AI -- Step 12: Provide Investment Specialization -- About Legacy Data Management -- References -- Chapter 5 Model Development -- Who Is Responsible? -- High-Level Process -- Models -- The Power of Patterns -- Techniques of Learning -- What Is Machine Learning? -- Scientific Process on Steroids -- The Learning Machines -- Algorithms -- Supervised Learning -- Supervised Learning Methods -- Supervised: Classification -- Classification: Decision Trees -- Classification: Random Forest
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| 500 |
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|a Classification: Using Mathematical Functions.
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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.
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| 650 |
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0 |
|a Asset allocation.
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| 650 |
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0 |
|a Financial services industry
|x Technological innovations.
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| 650 |
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6 |
|a Intelligence artificielle.
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| 650 |
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6 |
|a Affectation de l'actif.
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| 650 |
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6 |
|a Services financiers
|x Innovations.
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| 650 |
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7 |
|a artificial intelligence.
|2 aat
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| 758 |
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|i has work:
|a Artificial intelligence for asset management and investment (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCG8h6WG6GmDQMp46hbdPPP
|4 https://id.oclc.org/worldcat/ontology/hasWork
|
| 776 |
0 |
8 |
|i Print version:
|a Naqvi, Al
|t Artificial Intelligence for Asset Management and Investment
|d Newark : John Wiley & Sons, Incorporated,c2021
|z 9781119601821
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| 830 |
|
0 |
|a Wiley Finance Ser.
|
| 856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6455996
|z Texto completo
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| 938 |
|
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|a ProQuest Ebook Central
|b EBLB
|n EBL6455996
|
| 994 |
|
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|a 92
|b IZTAP
|
