September 2020
Intermediate to advanced
272 pages
7h 34m
German
Content preview from PyTorch für Deep 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,
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KAPITEL 5
Textklassifizierung
Wir lassen die Bildverarbeitung vorerst hinter uns und richten unserer Augenmerk auf einen anderen Bereich, bei dem sich Deep Learning als ein bedeutender Fortschritt gegenüber traditionellen Techniken erwiesen hat: Natural Language Processing (NLP), d.h. die Verarbeitung natürlicher Sprache. Ein gutes Beispiel hierfür ist Google Translate. Ursprünglich handelte es sich bei dem Code zur Übersetzung um einen mächtigen, 500.000 Zeilen umfassenden Code. Das neue auf TensorFlow basierende System hat nur ca. 500 Zeilen Code und ist leistungsfähiger als die alte Version.
In letzter Zeit gab es darüber hinaus bahnbrechende Entwicklungen, bei denen Transfer Learning (das Sie in Kapitel 4 kennengelernt haben) für Aufgabenstellungen ...
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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.