Operating AI | Bridging the Gap Between Technology and Business
Idioma: inglés
Editorial: Wiley, 2022
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Operating AI | Bridging the Gap Between Technology and Business | Ulrika Jagare | Taschenbuch | Chapter 1: The AI model life cycleChapter 2: The importance of efficient Data EngineeringChapter 3: AI model development from an operational perspectiveChapter 4: Operating AI is different from operating SWChapter 5: Resilient and secure AI solutionsChap | Englisch | 2022 | Wiley | EAN 9781119833192 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu.
N° de ref. del artículo 120691666
- Título
- Operating AI | Bridging the Gap Between Technology and Business
- Autor
- Ulrika Jagare
- Editorial
- Wiley
- Año de publicación
- 2022
- Estado
- Neu
- Encuadernación
- Taschenbuch
- Idioma
- inglés
- ISBN 10
- 1119833191
- ISBN 13
- 9781119833192
- Peso del artículo
- 396 gramos
- Dimensiones
- 226 x 150 x 17 mm
- Catálogos de vendedores
- Bücher
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.
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Acerca del autor
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.
“Acerca de” puede pertenecer a otra edición de este título.
preigu
Osnabrück, Alemania
Vendedor de AbeBooks desde el 5 de agosto de 2024
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