May 2018
Intermediate to advanced
447 pages
12h 11m
German
book
Deep Learning mit Python und Keras - Das Praxis-Handbuch vom Entwickler der Keras-Bibliothek
by Francois Chollet
Content preview from Deep Learning mit Python und Keras - Das Praxis-Handbuch vom Entwickler der Keras-BibliothekBecome 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: Grundlagen des Machine Learnings
Die Themen in diesem Kapitel:
Arten des Machine Learnings jenseits von Klassifizierung und Regression
Formale Beurteilungsverfahren für Machine-Learning-Modelle
Daten für Deep Learning aufbereiten
Merkmalserstellung
Überanpassung vermeiden
Ein allgemeiner Workflow zum Lösen von Machine-Learning-Aufgaben
Nach den drei praktischen Beispielen in Kapitel 3 sollten Sie allmählich damit vertraut sein, wie man Klassifizierungs- und Regressionsaufgaben mit NNs in Angriff nehmen kann. Außerdem haben Sie das zentrale Problem des Machine Learnings kennengelernt: die Überanpassung. In diesem Kapitel wird Ihr neu entwickeltes Gespür formalisiert und auf ein solides Fundament zum Lösen von Machine-Learning-Aufgaben ...
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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.