November 2023
Intermediate to advanced
576 pages
13h 30m
German
Content preview from Handbuch Data Science mit PythonBecome 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 37
Was ist Machine Learning?
Bevor wir uns mit den Einzelheiten verschiedener Methoden des Machine Learning befassen, sollten wir zunächst einmal klären, was Machine Learning eigentlich ist – und was nicht. Machine Learning wird oft als Teilgebiet der künstlichen Intelligenz bezeichnet, allerdings halte ich das für etwas irreführend. Die Erforschung des Machine Learning hat sich zweifelsohne aus Arbeiten auf diesem Gebiet entwickelt, aber die Anwendung von Methoden des Machine Learning in der Data Science sollte man sich besser als Modellbildung zur Beschreibung von Daten vorstellen.
In diesem Kontext kommt das »Lernen« ins Spiel, wenn wir Modelle mit einstellbaren Parametern verwenden, die an die beobachteten Daten angepasst werden können. ...
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