John Wiley & Sons Operating AI Cover A holistic and real-world approach to operationalizing artificial intelligence in your company In O.. Product #: 978-1-119-83319-2 Regular price: $35.42 $35.42 Auf Lager

Operating AI

Bridging the Gap Between Technology and Business

Jagare, Ulrika


1. Auflage Juni 2022
272 Seiten, Softcover
Wiley & Sons Ltd

ISBN: 978-1-119-83319-2
John Wiley & Sons

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A holistic and real-world approach to operationalizing artificial intelligence in your company

In Operating AI, Director of Technology and Architecture at Ericsson AB, Ulrika Jägare, delivers an eye-opening new discussion of how to introduce your organization to artificial intelligence by balancing data engineering, model development, and AI operations. You'll learn the importance of embracing an AI operational mindset to successfully operate AI and lead AI initiatives through the entire lifecycle, including key areas such as; data mesh, data fabric, aspects of security, data privacy, data rights and IPR related to data and AI models.

In the book, you'll also discover:
* How to reduce the risk of entering bias in our artificial intelligence solutions and how to approach explainable AI (XAI)
* The importance of efficient and reproduceable data pipelines, including how to manage your company's data
* An operational perspective on the development of AI models using the MLOps (Machine Learning Operations) approach, including how to deploy, run and monitor models and ML pipelines in production using CI/CD/CT techniques, that generates value in the real world
* Key competences and toolsets in AI development, deployment and operations
* What to consider when operating different types of AI business models

With a strong emphasis on deployment and operations of trustworthy and reliable AI solutions that operate well in the real world--and not just the lab--Operating AI is a must-read for business leaders looking for ways to operationalize an AI business model that actually makes money, from the concept phase to running in a live production environment.

Chapter 1: The AI model life cycle
Chapter 2: The importance of efficient Data Engineering
Chapter 3: AI model development from an operational perspective
Chapter 4: Operating AI is different from operating SW
Chapter 5: Resilient and secure AI solutions
Chapter 6: AI is all about Trust
Chapter 7: Making your Business Model Operational
ULRIKA JÄGARE is the MSc. Director of Technology and Architecture at Ericsson AB. She has over 10 years of experience in data, analytics, and machine learning/artificial intelligence and over 20 years' experience in telecommunications.