Live Training: Bias and Fairness in AI Systems Red Belt Certification

Focus

ISO/IEC TR 24027 and TS 12791

Where

Online or In-Person

Duration

3 Days + 0.5 Day Exam

Target Audience

Engineers

Managers

Prerequisits

None

Overview

While Artificial Intelligence (AI) is revolutionizing industries and decision-making processes, it faces the critical challenge of addressing biases that can inadvertently influence outcomes. Our course, “Bias and Fairness in AI Systems,” is designed to equip learners with essential skills to identify, analyze, and mitigate unwanted biases in AI and machine learning models. This course ensures participants understand best practices and technical specifications for managing bias and addressing fairness according to ISO/IEC TR 24027 and ISO/IEC TS 12791 standards. 

Next Training

To be Announced

Register Your Interest

By the end of this course, participants will be able to detect all types of bias and implement effective mitigation strategies, ensuring fairness and accountability in AI systems.  

  • Understand the sources and types of biases in AI systems. 
  • Learn advanced techniques for detecting and measuring bias. 
  • Gain hands-on experience with tools and frameworks for bias mitigation. 
  • Implement effective strategies to ensure fairness and accountability in AI. 

 

Day 1: Introduction to Bias in AI Systems 

  • Overview of AI Systems and Bias 
  • Sources and Types of Bias 
  • Impacts of Bias in AI Systems 
  • Fairness in AI Systems 

Day 2: Detecting and Measuring Bias 

  • Bias Detection Techniques 
  • Methodologies for Uncovering Bias 
  • Case Studies and Examples 
  • Tools and Frameworks for Bias Detection 

Day 3: Mitigating and Managing Bias 

  • Bias Mitigation Strategies 
  • Adversarial Methods and Fair Algorithms 
  • Bias Mitigation in Practice 
  • Verification and Validation of Bias Mitigation 

    Day 4: Exam

    • Covering all the lectures
    • Multiple choice questions
    • Conformity assessment report on real high-risk use cases

      Below is a list of all our open classroom sessions, which bring together participants from various companies. 

      Location Language Register Interest
      2025 Online English to be announced
      2025 Online English to be announced
      2025 Online English to be announced

      We also offer company-specific sessions tailored to your organization’s unique needs upon request. Please don’t hesitate to contact us for more information about these sessions. 

      Frequently asked questions

      Does this training require any prerequisites?

      This training has been designed to be accessible regardless of your background. Therefore, there are no prerequisites to follow this training. The only requirement is to have a good understanding of English or the language in which the training is given. A basic understanding of AI, however, helps.

      Will I receive a certificate after the training?

      Yes, every attendee will receive a certificate of participation after the training. Additionally, we offer a personal certification valid for three years, which you can obtain by passing an optional exam with a score of over 75%. This certification, titled “Bias and Fairness in AI Red Belt,” also qualifies you for the advanced Black Belt training. The section below about “CertX personal certification scheme” explains this process in detail.

      Does CertX offer others training?

      This training is designed to be a standalone course. However, the following trainings may be of interest to you as a background or to continue your learning curve:

      • ISO 42001 AI Management System
      • EU AI Act: From Theroy to Practice
      • Data Quality in AI Systems
      • Transparency and Explainability of AI Systems
      • Reliability and Safety of AI Systems

      Do not hesitate to check out CertX’s complete training portfolio on: AI Training Courses

      CertX Personal Certification

      The CertX personal certification program is designed to qualify and certify engineers and managers, showcasing their expertise in the training’s domain.

      This certification can be used to validate the necessary qualifications to develop safe, secure, and compliant products or to support career advancement and growth.

      Our team of trainers at CertX brings expert knowledge and extensive experience in functional safety, cybersecurity, and AI to our personal certification program. We offer trainings and workshops worldwide, available as open classroom sessions or in-house trainings.

      CertX Personal Certification Scheme

      CertX offers a structured qualification program to certify engineers and managers, with three levels based on experience and competencies:

       

      • Red Belt: This certification ensures that engineers passing the exam have proficient basic knowledge in functional safety or cybersecurity.
      • Black Belt: This certification ensures that engineers and managers who have already achieved the Red Belt certification possess advanced knowledge and skills. It requires at least three years of practical experience in functional safety or cybersecurity activities, demonstrating a deeper understanding and application of these principles.
      • Master: This certification ensures the expertise of highly skilled engineers and managers with at least five years of experience in functional safety or cybersecurity. These trainings are dedicated to individuals in responsible positions.