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Einbettungen, Vektorsuche und RAG mit BigQuery erstellen

Grow your skills with Coursera Plus for $239/year (usually $399). Save now.

Einbettungen, Vektorsuche und RAG mit BigQuery erstellen

Instructor: Google Cloud Training

Included with

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1 module

Gain insight into a topic and learn the fundamentals.

Advanced level

Designed for those already in the industry

2 hours to complete

Flexible schedule

Learn at your own pace

1 module

Gain insight into a topic and learn the fundamentals.

Advanced level

Designed for those already in the industry

2 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Einbettungen durch Verwendung entsprechender Modelle mit BigQuery generieren
Vektorsuche in BigQuery durchführen und den Prozess nachvollziehen
RAG-Pipeline mit BigQuery erstellen

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

1 assignment

Taught in German

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There is 1 module in this course

In diesem Kurs wird eine Lösung für Retrieval-Augmented Generation (RAG) in BigQuery vorgestellt, die KI-Halluzinationen minimiert. Sie lernen einen RAG-Workflow kennen, der die Erstellung von Einbettungen, die Suche in einem Vektorraum und die Generierung verbesserter Antworten umfasst. Darüber hinaus werden die konzeptionellen Gründe für diese Schritte und ihre praktische Umsetzung mit BigQuery erklärt. Am Ende des Kurses werden Sie in der Lage sein, eine RAG-Pipeline mithilfe von BigQuery und generativen KI-Modellen wie Gemini zu erstellen und Modelle einzubetten, um KI-Halluzinationen zu verhindern.

What's included

6 videos1 reading1 assignment1 app item

6 videos Total 30 minutes

Warum RAG? 4 minutes
Einbettungen 8 minutes
Vektorsuche 7 minutes
Verwendung von RAG 4 minutes
Zusammenfassung 3 minutes
Coursera: Erste Schritte mit Google Cloud Platform und Qwiklabs 5 minutes

1 reading Total 10 minutes

Leseliste 10 minutes

1 assignment Total 10 minutes

Kursquiz 10 minutes

1 app item Total 60 minutes

Lab: RAG-Anwendung mit BigQuery erstellen 60 minutes

Instructor

Google Cloud Training

Google Cloud

2,113 Courses 4,017,584 learners

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Google Cloud

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Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.