Cathy Chen, Niall Richard Murphy, Kranti Parisa

Broschiertes Buch

Reliable Machine Learning

Applying SRE Principles to ML in Production

Beschreibung

Whether you're part of a small startup or a planet-spanning megacorp, this practical book shows data scientists, SREs, and business owners how to run ML reliably, effectively, and accountably within your organization.

Autor

Cathy Chen, CPCC, MA specializes in coaching tech leaders enabling development of their own skills in leading teams. She has held the role of technical program manager, product manager, and engineering manager. She has led teams in large tech companies and startups launching product features, internal tools, and operating large systems. Cathy has a BS in Electrical Engineering from UC Berkeley & MA in Organizational Psychology from Teachers College at Columbia University. Currently, Cathy lives with her partner in Pittsburgh, PA and works at Google in SRE.

Produktdetails

• Verlag: O'Reilly Media
• Seitenzahl: 408
• Erscheinungstermin: 25. Oktober 2022
• Englisch
• Abmessung: 233mm x 183mm x 25mm
• Gewicht: 716g
• ISBN-13: 9781098106225
• ISBN-10: 1098106229
• Artikelnr.: 63656870