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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Fußnoten
Vorwort
1Geoffrey Hinton et al., »A Fast Learning Algorithm for Deep Belief Nets«, Neural Computation 18 (2006): 1527–1554.
2Obwohl die Konvolutionsnetze von Yann Lecun bei der Bilderkennung seit den 1990ern gut funktioniert hatten, auch wenn sie nicht allgemein anwendbar waren.
Kapitel 1 Die Machine-Learning-Umgebung
1Wissenswert: Dieser seltsam anmutende Begriff wurde von Francis Galton in die Statistik eingeführt, der beobachtete, dass die Kinder hochgewachsener Eltern zu einer geringeren Körpergröße als ihre Eltern neigen. Da die Kinder kleiner waren, nannte er dies Regression zum Mittelwert. Dieser Name wurde anschließend auch für seine Methode zur Analyse von Korrelationen zwischen Variablen verwendet.
2Einige neuronale Netzwerkarchitekturen ...
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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.
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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.