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Machine Learning für Softwareentwickler
book

Machine Learning für Softwareentwickler

by Paolo Perrotta
August 2020
Intermediate to advanced
396 pages
9h 41m
German
dpunkt
Content preview from Machine Learning für Softwareentwickler

Teil 3

Deep Learning

Das Gebiet des Deep Learning umfasst verschiedene komplizierte Techniken, hinter denen aber eine einzige einfache Idee steht: Neuronale Netze sind leistungsfähiger, wenn sie über mehr Schichten verfügen. Solche »tiefen« Netze bedeuten weit größere Herausforderungen als die »flachen« dreischichtigen Netze, mit denen wir uns bisher beschäftigt haben. In den nächsten Kapiteln werden wir diese Probleme beschreiben und überwinden.

Weitere Schichten hinzuzufügen, ist jedoch nur der Anfang. In den letzten Jahren hat das ursprüngliche Prinzip des Deep Learning verschiedene komplexe – und manchmal grandiose – Ideen hervorgebracht, von denen wir uns einige ansehen werden.

In Teil I und II haben wir MNIST zum Testen unseres Netzes verwendet. ...

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Publisher Resources

ISBN: 9781098125790