TY - BOOK AU - Luke,James AU - Porter,David AU - Santhanam,Padmanabhan TI - Beyond algorithms: delivering AI for business SN - 9780367613266 AV - HF5548.2 .L843 2022 U1 - 658.05 23/eng/20220110 PY - 2022/// CY - Boca Raton, FL, Abingdon, Oxon PB - CRC Press KW - Business KW - Data processing KW - Artificial intelligence KW - Industrial applications KW - Electronic data processing KW - Management N1 - 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 N2 - "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"-- ER -