Smarter Data Science: Succeeding with Enterprise-Grade Data and AI Projects

ISBN-13: 9781119693413 / Angielski / Miękka / 2020 / 304 str.

Neal Fishman; Cole Stryker

Spis treści

Foreword for Smarter Data Science xixEpigraph xxiPreamble xxiiiChapter 1 Climbing the AI Ladder 1Chapter 2 Framing Part I: Considerations for Organizations Using AI 17Chapter 3 Framing Part II: Considerations for Working with Data and AI 35Chapter 4 A Look Back on Analytics: More Than One Hammer 57Chapter 5 A Look Forward on Analytics: Not Everything Can Be a Nail 87Chapter 6 Addressing Operational Disciplines on the AI Ladder 121Chapter 7 Maximizing the Use of Your Data: Being Value Driven 147Chapter 8 Valuing Data with Statistical Analysis and Enabling Meaningful Access 175Chapter 9 Constructing for the Long-Term 199Chapter 10 A Journey's End: An IA for AI 223Appendix Glossary of Terms 263Index 269

O autorze

NEAL FISHMAN is a Distinguished Engineer and CTO of Data-Based Pathology at IBM. He is an IBM-certified Senior IT Architect and Open Group Distinguished Chief Architect.COLE STRYKER is a journalist based in Los Angeles. He is the author of Epic Win for Anonymous and Hacking the Future.