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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)
Conditions
Course Material
Please note that for environmental reasons no paper version of the training material will be provided for your training. The course material can be downloaded free of charge via your portal before the start of the course (download the Client Portal User’s Guide here). You will be able to view it on the screen of your mobile device or print it if necessary. If your registration has been made by a training manager of your company please contact him/her so that he/she can give you access to it or send it to you.
You have the possibility to order a printed version of the course material at the time of registration against payment. It will then be handed out to you at the beginning of the course.
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
Location
14, Porte de France - Belval
L-4360 Esch-sur-Alzette
Luxembourg
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