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Description
Introduction
If assisted tools are acknowledged to improve process of organisations, there are also growing concerns about their embedded algorithms which remain biased. Like previously with General Data Protection Regulation (GDPR), companies will have to comply with an upcoming EU regulation connected to their use of AI assisted systems in order to prevent the perpetuation of historical patterns of discrimination (e.g., against women, certain age groups, persons with disabilities, or persons of certain racial or ethnic origins or sexual orientation).
Objectives
At the end of the training, participants are:
Aware of trustworthy AI main paradigms
Aware of the future regulation challenges for their organisations
Able to identify "risky" AI-assisted tools used in their companies
Programme
Trustworthy AI: what does it mean?
Sources and risks of biased AI assisted tools for your organisation (illustrations: Amazon recruitment engine, compass algorithms for recidivism assessment, facial recognition)
The AI act
How to increase fairness in AI algorithms (metrics, bias mitigation methods, tool kits and programme, data collection, explainable AI)?
Case study : an AI-assisted programme to match CVs with job offers avoiding age biases (use of the LIST technological demonstrator AMANDA).
Target audience
AI technologies designers
Digital transformation officers
Data protection officers
Leaders and manager in companies
Blended approach
Theory/Practice
Case studies/illustrations (e.g., recruitment, face recognition, justice)
In situ learning (i.e., use of a technological demonstrator)
Modalités
Support de cours
Pour des raisons de respect de l'environnement veuillez noter qu'aucun support papier ne vous sera fourni lors de votre formation. Votre support de cours peut être téléchargé gratuitement avant le début du cours via notre portail client (télécharger ici le guide du portail client). Vous pourrez ainsi le consulter sur l’écran de votre appareil mobile ou l'imprimer en cas de besoin. Si votre inscription a été effectuée par un responsable formation de votre entreprise veuillez le contacter pour qu'il puisse vous y donner accès ou vous l'envoyer.
Vous avez la possibilité de commander contre paiement une version imprimée du support de cours lors de votre inscription. Il vous sera alors délivré en début du cours.
Certificate
At the end of the course, participants will receive a certificate of attendance issued by the House of Training and DLH.
Conditions of enrolment
To apply for this course, you have to register on
Lieu
14, porte de France - Belval
L-4360 Esch-sur-Alzette
Luxembourg