Questo corso introduce i concetti di AI responsabile e i principi dell'AI. Tratta le tecniche per identificare sostanzialmente l'equità e i bias e mitigare i bias nelle pratiche di AI/ML. Illustra metodi e strumenti pratici per implementare le best practice dell'AI responsabile utilizzando gli strumenti open source e i prodotti Google Cloud.
Responsible AI for Developers: Fairness & Bias - Polski
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
3 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace
What you'll learn
Zdefiniowanie odpowiedzialnej AI
Wskazanie zasad Google dotyczących AI
Opisanie, co oznaczają obiektywność i uprzedzenia AI
Wyjaśnienie, jak identyfikować uprzedzenia i minimalizować ich występowanie przy użyciu danych i modelowania
Details to know
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Recently updated!
July 2024
Assessments
2 assignments
Taught in Italian
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There are 5 modules in this course
W tej części przedstawiamy cele i strukturę szkolenia.
What's included
1 video
Ta część zawiera omówienie różnych tematów związanych z odpowiedzialną AI oraz informacje o zasadach Google dotyczących AI. Przedstawia też studia przypadków związane z odpowiedzialną AI w usługach Google.
What's included
4 videos1 assignment
W tej części koncentrujemy się na obiektywności i uprzedzeniach w AI. Przedstawiamy różne techniki i narzędzia, które pozwalają identyfikować uprzedzenia i minimalizować ich występowanie przy użyciu danych i modelowania.
What's included
9 videos1 assignment1 app item
Ta część zawiera podsumowanie całego szkolenia obejmujące najważniejsze koncepcje, narzędzia i technologie.
What's included
1 video1 reading
Linki do plików PDF dla uczestników szkolenia dotyczących wszystkich części
What's included
4 readings
Instructor
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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.