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In diesem Modul geht es um das Kursziel, die KI-Entwicklungstools in Google Cloud kennenzulernen. Es bietet auch eine Übersicht über die Kursstruktur, die auf einem KI-Framework mit den drei Ebenen KI-Grundlagen, ‑Entwicklung und ‑Lösungen basiert.

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Dieses Modul beginnt mit einem Anwendungsfall zur Demonstration der Möglichkeiten von KI. Anschließend geht es um die KI-Grundlagen, einschließlich der Cloud-Infrastruktur für beispielsweise Computing und Speicher. Außerdem werden die wesentlichen Daten- und KI-Entwicklungsprodukte in Google Cloud erklärt. Zum Schluss wird gezeigt, wie mit BigQuery ML ein ML-Modell entwickelt werden kann, mit dem Sie von Daten zu KI gelangen.

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In diesem Modul wird der ML-Workflow von der Datenvorbereitung über die Modellentwicklung bis zur Modellbereitstellung in Vertex AI vorgestellt. Außerdem wird gezeigt, wie sich der Workflow mit Vertex AI Pipelines in eine automatisierte Pipeline umwandeln lässt.

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Dieses Modul beinhaltet eine Zusammenfassung des gesamten Kurses und bietet noch einmal einen Überblick über die wichtigsten Konzepte, Tools, Technologien und Produkte.

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02

Introduction to AI and Machine Learning on Google Cloud - Deutsch