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Responsible AI skills for education

Current research indicates that the role of generative AI in education is a double-edged sword: on one hand it can assist teachers for designing effective learning tasks and resources, on the other hand it can have negative effects on student learning and raises a range of ethical questions.In our new workshop series “Responsible AI skills for education” we will try to navigate these questions by focusing on specific teaching and learning activities and identifying practical skills…

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Cours materials

Course materials help students to consolidate video content, take notes, summarise key points and find specific information quickly. They are a valuable resource for revising and retaining learning content. More info

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Using Kaltura Capture

This video is a test video mixing ChatGPT for the generation of texts and an avatar of Synthesia for the presentation of the content. https://go.epfl.ch/QUICKSTART_Kaltura The CEDE is at your disposal to help you with your recordings (for real!).

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Lecture 2 | Part 3 , PCA - Derivation 1 of 3

duration 15 minutes 35 seconds

Lecture 2 | Part 3 , PCA - Derivation

Lecture 2 | Part 3 , PCA - Derivation

Lecture 2 | Part 3 , PCA - Derivation

Lecture 2 | Part 3 , PCA - Derivation

From Aude Billard

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Lecture 4 | Part 4, Probabilistic Interpr. of… 2 of 3

duration 19 minutes 14 seconds

Lecture 4 | Part 4, Probabilistic Interpr. of…

Lecture 4 | Part 4, Probabilistic Interpr. of K-Means & GMM

Lecture 4 | Part 4, Probabilistic Interpr. of…

Lecture 4 | Part 4, Probabilistic Interpr. of K-Means &…

From Aude Billard

1 likes 1,549 plays 0
Lecture 4 | Part 3, Fitting and clustering data… 3 of 3

duration 17 minutes 49 seconds

Lecture 4 | Part 3, Fitting and clustering data…

Lecture 4 | Part 3, Fitting and clustering data with Mixture of Gauss Functions

Lecture 4 | Part 3, Fitting and clustering data…

Lecture 4 | Part 3, Fitting and clustering data with…

From Aude Billard

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03.5 Dérivation de fonctions… 101 of 3

duration 23 minutes 16 seconds

03.5 Dérivation de fonctions…

03.5 Dérivation de fonctions composées (ALT)

03.5 Dérivation de fonctions…

03.5 Dérivation de fonctions composées (ALT)

From Sébastien Basterrechea

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Moments from the RealESM project kickoff 102 of 3

duration 7 minutes 57 seconds

Moments from the RealESM project kickoff

Moments from the RealESM project kickoff

Moments from the RealESM project kickoff

Moments from the RealESM project kickoff

We are living in a time of growing uncertainty. Unpredictable weather, extreme rainfall, and heavy snowfall are no longer rare events—and affect people and…

From Athanasios Nenes

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OC 12-11-2026 Chapter 4.8 103 of 3

duration 1 hour 16 minutes

OC 12-11-2026 Chapter 4.8

OC 12-11-2026 Chapter 4.8

OC 12-11-2026 Chapter 4.8

OC 12-11-2026 Chapter 4.8

From Lucas Mauricio Santos

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Responsible AI skills for education

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