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.
Index
A
A/B-Tests
bei Empfehlungssystemen auf Basis von Collaborative Filtering 164
Canary-Releases 101
Leistungsüberwachung bei Empfehlungssystemen im Marketing 174
Modelle während des Produktivbetriebs evaluieren 128
Überlegungen im Zusammenhang mit MLOps 129
von neuen und bestehenden Modellversionen 49
während des Produktivbetriebs 126
Abhängigkeiten
in der Produktivumgebung, verringern 43
partielle Abhängigkeitsdiagramme 42
Abweichungen zwischen den Wahrscheinlichkeitsverteilungen 160
Adversarial Attacks 89
AIOps im Vergleich zu MLOps 15
Algorithmen (Machine Learning) 37, 61
geglättete Anpassungskurve für Vorhersagen 185
MLOps-Überlegungen je nach Art des Algorithmus 61
Online-Learning 112
Rechenleistung 62
tabellarische Eingabedaten benötigt ...
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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.