Bias, Accuracy & the Statistics of AI Testing

Learn to assess AI systems for fairness, accuracy, and risk
Formation
Disponible à tout moment
Certificat
E-learning
11 heures
Réalisable en ligne
Référence de la formation: FR-GL-AI-Babl-05

This course provides essential knowledge for assessing the performance and reliability of AI and machine learning models. It equips non-technical auditors, risk professionals, and compliance specialists to evaluate bias, validate testing methods, and understand the basic statistics behind performance metrics. You’ll learn how to communicate effectively with technical experts and apply professional skepticism when assessing AI systems.

This course is part of BABL AI's AI & Algorithm Auditor Certification Program, which builds core skills for AI auditing, governance, and regulatory compliance.

Les objectifs

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Le public ciblé

This course is ideal for:

  • AI auditors and compliance professionals
  • Risk analysts and AI assurance experts
  • Policy and legal professionals in AI governance
  • Data protection officers and AI ethics officers
  • Technology risk consultants
  • Business and strategy leaders involved in AI risk management

Les prérequis

  • No coding experience required (familiarity with Python helpful)
  • Basic understanding of mathematics and statistics (probability, linear algebra) recommended
  • English proficiency required
  • Computer science knowledge helpful but not required
  • Strong analytical and critical thinking skills recommended

This course is designed to be accessible to professionals with non-technical backgrounds.

Le contenu de la formation

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Informations importantes

This course is part of BABL AI’s AI & Algorithm Auditor Certification Program, which builds core skills for AI auditing, governance, and regulatory compliance.

Approximative duration 1,5 days and comprises 9 learning units.

The durations indicated are approximate and based on a full learning day. The program is delivered as a self-paced e-learning course without an instructor. Participants may progress at their own pace once enrolled. Access to the platform and the timeframe for taking the exam are unlimited.

Recommended equipment for accessing the Training Area :

To get the most out of your online training, make sure you have the following equipment:

Computer: PC or Mac
Internet connection: stable and good quality
Web browser: recent version of Chrome, Firefox, Edge or Safari
Office suite: OpenOffice, Microsoft Office or equivalent (spreadsheet, word processing, presentation, etc.)
PDF reader: To view your training materials
Storage: File storage capacity (hard drive, cloud, etc.)

You can contact the TÜV Rheinland team for assistance in setting up your training course.

Tip: Make sure your hardware and software are up to date for an optimal experience!

If you have a disability, please contact us before registering by sending an email to formation@fr.tuv.com. We will do everything we can to meet your training needs.

1. Do I need technical knowledge to take this course?
No. The course is tailored for non-technical professionals but provides enough depth to engage meaningfully with technical teams.

2. Will I be able to conduct testing myself?
The course teaches you how to understand, interpret, and critically evaluate testing processes—not to conduct technical testing directly.

3. What bias mitigation techniques are covered?
You’ll learn about regularization, adversarial training, ensemble methods, and robustness testing.

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    Des experts pour vous perfectionner.
  • >1 000 sessions
    Différents formats selon vos besoins : inter/intra-entreprise, e-learning, des formations sur mesure s'appuyant sur des études de cas pratiques, ...
  • Certificats TÜV
    La confirmation indépendante de votre qualification fraîchement acquise.
419,00 € Prix HT
502,80 € Prix TTC
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Format intra-entreprise

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  • Pour plusieurs personnes dans vos locaux
  • Économisez du temps et des frais de déplacement
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