eBook - Operating AI: Bridging the Gap Between Technology and Business
Available Exclusively as an eBook | Part of the AI Collection | Only for Institutional Purchase | Publication Year: 2022
Description
Operating AI by Ulrika Jägare offers a comprehensive approach to integrating artificial intelligence in business by balancing data engineering, model development, and AI operations. It emphasizes an operational AI mindset, addressing biases, explainability, data pipelines, MLOps, model deployment, monitoring, trust, legal aspects, and achieving real-world business value from AI initiatives.
Table of Contents
Foreword
Introduction
Chapter 1 Balancing the AI Investment
Chapter 2 Data Engineering Focused on AI
Chapter 3 Embracing MLOps
Chapter 4 Deployment with AI Operations in Mind
Chapter 5 Operating AI Is Different from Operating Software
Chapter 6 AI Is All About Trust
Chapter 7 Achieving Business Value from AI
Index