August 2021
Intermediate to advanced
204 pages
6h 16m
German
book
MLOps – Kernkonzepte im Überblick
by Mark Treveil, Clément Stenac, Nicolas Omont, Kenji Lefèvre, Du Phan
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
KAPITEL 1
Warum jetzt, und was sind die Herausforderungen?
Machine Learning Operations (MLOps) entwickelt sich zusehends zu einer unverzichtbaren Komponente, um Data-Science-Projekte im Unternehmen erfolgreich in den Einsatz zu bringen (siehe Abbildung 1-1). Dabei handelt es sich um Prozesse, die dem Unternehmen und den Verantwortlichen dabei helfen, im Zusammenhang mit Data Science, Machine Learning und KI-Projekten langfristigen Wert zu generieren und Risiken zu reduzieren. Dennoch stellt MLOps ein relativ neues Konzept dar. Warum hat es also scheinbar über Nacht Einzug in das Data-Science-Lexikon erhalten? In diesem einführenden Kapitel wird erläutert, was MLOps auf einer übergeordneten Ebene ist, welche Herausforderungen es mit sich bringt, ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.