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Responsible AI for Developers: Privacy & Safety - Italiano

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Responsible AI for Developers: Privacy & Safety - Italiano

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

Definire cosa sono la privacy e la sicurezza dell'AI.
Descrivere i metodi utilizzati per affrontare la privacy dell'AI sia nei dati che nei modelli.
Elencare le considerazioni chiave per l'implementazione della sicurezza dell'AI.
Descrivere le tecniche utilizzate durante l'implementazione della sicurezza dell'AI.

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 Italian

See how employees at top companies are mastering in-demand skills

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There are 5 modules in this course

Questo corso introduce argomenti importanti relativi alla privacy e alla sicurezza dell'AI. Esplora metodi e strumenti pratici per implementare le pratiche consigliate per la privacy e la sicurezza dell'AI utilizzando gli strumenti open source e i prodotti Google Cloud.

Questo modulo introduce la struttura e gli obiettivi del corso.

What's included

1 video

Questo modulo è incentrato sulla privacy dell'AI. Fornisce varie tecniche e strumenti per aiutare a garantire la privacy nei dati e nell'addestramento del machine learning.

What's included

9 videos1 assignment1 app item

9 videos Total 40 minutes

Panoramica della privacy dell'AI 3 minutes
Privacy nei dati di addestramento: tecniche di anonimizzazione 8 minutes
Privacy nei dati di addestramento: tecniche di randomizzazione 6 minutes
Privacy nell'addestramento del machine learning: DP-SGD 3 minutes
Privacy nell'addestramento del machine learning: apprendimento federato 7 minutes
Sicurezza del sistema su Google Cloud 4 minutes
Sicurezza del sistema sull'AI generativa 4 minutes
Lab: Privacy differenziale nel machine learning con TensorFlow Privacy 1 minute
Coursera: Introduzione a Google Cloud e Qwiklabs 5 minutes

1 assignment Total 6 minutes

Module 1: Quiz - Privacy dell'AI 6 minutes

1 app item Total 90 minutes

Lab: Privacy differenziale nel machine learning con TensorFlow Privacy 90 minutes

Questo modulo è incentrato sulla sicurezza dell'AI. Fornisce varie tecniche e strumenti per aiutare a raggiungere la sicurezza nell'AI.

What's included

7 videos1 assignment1 app item

7 videos Total 36 minutes

Panoramica della sicurezza dell'AI 6 minutes
Valutazione della sicurezza 7 minutes
Prevenzione dei danni 8 minutes
Addestramento del modello per la sicurezza: ottimizzazione delle istruzioni 4 minutes
Addestramento del modello per la sicurezza: RLHF 3 minutes
Sicurezza nell'AI generativa di Google Cloud 7 minutes
Lab: Protezione con l'API Gemini di Vertex AI 0 minutes

1 assignment Total 6 minutes

Module 2: Quiz - AI Safety 6 minutes

1 app item Total 90 minutes

Lab: Protezione con l'API Gemini di Vertex AI 90 minutes

Questo modulo fornisce un riepilogo dell'intero corso coprendo i concetti, gli strumenti e le tecnologie più importanti.

What's included

1 video1 reading

Link PDF per gli studenti a tutti i moduli

What's included

4 readings

Instructor

Google Cloud Training

Google Cloud

2,068 Courses 3,941,129 learners

Offered by

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.