When will I receive my Course Certificate?

If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

Why can’t I audit this course?

This course is currently available only to learners who have paid or received financial aid, when available.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Responsible AI for Developers: Privacy & Safety - Deutsch

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Responsible AI for Developers: Privacy & Safety - Deutsch

Instructor: Google Cloud Training

Included with

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5 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

5 hours to complete

Flexible schedule

Learn at your own pace

5 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

5 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Datenschutz und Sicherheit beim Einsatz von künstlicher Intelligenz definieren.
Datenschutzmethoden beschreiben, die ihm Rahmen von KI bei Daten und Modellen verwendet werden.
Die wichtigsten Ansätze bei der Umsetzung von KI-Sicherheit auflisten.
Techniken zur Umsetzung von KI-Sicherheit beschreiben.

Skills you'll gain

Tools you'll learn

Generative AI

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

2 assignments

Taught in German

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There are 5 modules in this course

In diesem Kurs werden wichtige Themen zu Datenschutz und Sicherheit beim Einsatz von künstlicher Intelligenz vorgestellt. Dabei lernen Sie, wie Sie mit Google Cloud-Produkten und Open-Source-Tools empfohlene Vorgehensweisen im Zusammenhang mit Datenschutz und Sicherheit beim Einsatz von KI umsetzen.

Dieses Modul enthält einen Überblick über den Aufbau und die Ziele des Kurses.

What's included

1 video

In diesem Modul geht es um Datenschutz im Zusammenhang mit KI. Sie lernen verschiedene Techniken und Tools kennen, um Datenschutz auf Datensätze und beim ML-Training anzuwenden.

What's included

9 videos1 assignment1 app item

9 videos Total 40 minutes

Übersicht zu KI-Datenschutz 3 minutes
Datenschutz für Trainingsdaten: Verfahren zur De-Identifikation 8 minutes
Datenschutz für Trainingsdaten: Verfahren zur Randomisierung 6 minutes
Datenschutz für das ML-Training: DP-SGD 3 minutes
Datenschutz für das ML-Training: Föderiertes Lernen 7 minutes
Systemsicherheit in Google Cloud 4 minutes
Systemsicherheit bei generativer KI 4 minutes
Lab: Differential Privacy bei Machine Learning mit TensorFlow 1 minute
Coursera: Erste Schritte mit Google Cloud Platform und Qwiklabs 5 minutes

1 assignment Total 6 minutes

Module 1: Quiz 6 minutes

1 app item Total 90 minutes

Lab: Differential Privacy bei Machine Learning mit TensorFlow 90 minutes

In diesem Modul geht es um die KI-Sicherheit. Sie lernen verschiedene Techniken und Tools kennen, mit denen Sie für Sicherheit beim Einsatz künstlicher Intelligenz sorgen können.

What's included

7 videos1 assignment1 app item

7 videos Total 36 minutes

Übersicht über KI-Sicherheit 6 minutes
Sicherheitsbewertung 7 minutes
Schadensprävention 8 minutes
Modelltraining für Sicherheit: Optimierung von Anweisungen 4 minutes
Modelltraining für Sicherheit: RLHF 3 minutes
Sicherheit in generativer KI von Google Cloud 7 minutes
Lab: Sicherheitsmaßnahmen in der Vertex AI Gemini API 0 minutes

1 assignment Total 6 minutes

Module 2: Quiz 6 minutes

1 app item Total 90 minutes

Lab: Sicherheitsmaßnahmen in der Vertex AI Gemini API 90 minutes

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

What's included

1 video1 reading

PDF-Links für Kursteilnehmende zu allen Modulen

What's included

4 readings

Instructor

Google Cloud Training

Google Cloud

2,113 Courses 4,016,582 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.