November 2021
Intermediate to advanced
432 pages
13h 22m
German
Content preview from Design Patterns für Machine LearningBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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 4
Entwurfsmuster für das Modelltraining
Modelle für maschinelles Lernen werden üblicherweise iterativ trainiert. Diesen iterativen Prozess nennt man formlos Trainingsschleife. In diesem Kapitel erläutern wir, wie die typische Trainingsschleife aussieht, und katalogisieren eine Reihe von Situationen, in denen Sie möglicherweise etwas anderes tun möchten.
Typische Trainingsschleife
Modelle für maschinelles Lernen lassen sich mit verschiedenen Arten der Optimierung trainieren. Entscheidungsbäume werden oft Knoten für Knoten nach einem Informationsgewinnmaß aufgebaut. Genetische Algorithmen stellen die Modellparameter als Gene dar, und die Optimierungsmethode umfasst Techniken, die auf der Evolutionstheorie fußen. Der gängigste Ansatz, um ...
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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.