July 2020
Intermediate to advanced
852 pages
25h 44m
German
book
Praxiseinstieg Machine Learning mit Scikit-Learn, Keras und TensorFlow, 2nd Edition
by Aurélien Géron
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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.
Vorwort
Der Machine-Learning-Tsunami
Im Jahr 2006 erschien ein Artikel (https://homl.info/136) von Geoffrey Hinton et al.,1 in dem vorgestellt wurde, wie sich ein neuronales Netz zum Erkennen handgeschriebener Ziffern mit ausgezeichneter Genauigkeit (> 98%) trainieren lässt. Ein Deep Neural Network ist ein (sehr) vereinfachtes Modell unseres zerebralen Kortex, und es besteht aus einer Folge von Schichten mit künstlichen Neuronen. Die Autoren nannten diese Technik »Deep Learning«. Zu dieser Zeit wurde das Trainieren eines Deep-Learning-Netzes im Allgemeinen als unmöglich angesehen,2 und die meisten Forscher hatten die Idee in den 1990ern aufgegeben. Dieser Artikel ließ das Interesse der wissenschaftlichen Gemeinde wieder aufleben, und schon nach ...
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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.