The AI Playbook: Mastering the Rare Art of Machine Learning Deployment
The AI Playbook: Mastering the Rare Art of Machine Learning Deployment
English | 2024 | ISBN: 0262048906 | 269 Pages | PDF (HQ) | 3 MB
English | 2024 | ISBN: 0262048906 | 269 Pages | PDF (HQ) | 3 MB
The greatest tool is the hardest to use. Machine learning is the world's most important general-purpose technology—but it's notoriously difficult to launch. Outside Big Tech and a handful of other leading companies, machine learning initiatives routinely fail to deploy, never realizing value. What's missing? A specialized business practice suitable for wide adoption. In The AI Playbook, bestselling author Eric Siegel presents the gold-standard, six-step practice for ushering machine learning projects from conception to deployment. He illustrates the practice with stories of success and of failure, including revealing case studies from UPS, FICO, and prominent dot-coms. This disciplined approach serves both sides: It empowers business professionals, and it establishes a sorely needed strategic framework for data professionals.