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Beyond algorithms : delivering AI for business / James Luke, David Porter, and Padmanabhan Santhanam.

By: Contributor(s): Material type: TextTextPublisher: Boca Raton, FL ; Abingdon, Oxon : CRC Press, 2022Edition: First editionDescription: xiv, 286 pages ; 25 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9780367613266
Subject(s): DDC classification:
  • 658.05 L969b 23/eng/20220110
LOC classification:
  • HF5548.2 .L843 2022
Contents:
Prologue -- Why this book? -- Building applications -- It's not just algorithms, really! -- Know where to start-select the right project -- Business value & impact -- Ensuring it works; how do you know? -- It's all about data -- How hard can it be? -- Getting your priorities right -- Some (not so) boring stuff -- The future -- Epilogue.
Summary: "When applying AI in an enterprise, there are many challenges. The available content (data) volumes are much lower and the analysis tasks for AI are often more complex. Considerable expertise is required to understand the available data, relevant domain context, and the appropriate AI algorithms to support business-critical tasks. Beyond Algorithms: Delivering AI for Business will help business users and AI practitioners to identify good AI projects and ensure those projects are successfully delivered to support their business goals. From the collective knowledge of three of IBM's most experienced engineers, you can learn how to define, manage, engineer and deliver AI projects that work"-- Provided by publisher.
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Holdings
Item type Current library Shelving location Call number Copy number Status Date due Barcode
Books Books Main Library Circulation Section CIR 658.05 L969b 2022 (Browse shelf(Opens below)) 1-1 Available 029300

Includes bibliographical references and index.

Prologue -- Why this book? -- Building applications -- It's not just algorithms, really! -- Know where to start-select the right project -- Business value & impact -- Ensuring it works; how do you know? -- It's all about data -- How hard can it be? -- Getting your priorities right -- Some (not so) boring stuff -- The future -- Epilogue.

"When applying AI in an enterprise, there are many challenges. The available content (data) volumes are much lower and the analysis tasks for AI are often more complex. Considerable expertise is required to understand the available data, relevant domain context, and the appropriate AI algorithms to support business-critical tasks. Beyond Algorithms: Delivering AI for Business will help business users and AI practitioners to identify good AI projects and ensure those projects are successfully delivered to support their business goals. From the collective knowledge of three of IBM's most experienced engineers, you can learn how to define, manage, engineer and deliver AI projects that work"-- Provided by publisher.

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