ISO/IEC 24027:2021 - Bias in AI systems and AI aided decision making

Training Course

ISO/IEC 24027:2021 - Bias in AI systems and AI aided decision making

Level Understanding Duration 1 day

Available to book: Virtual instructor led training £775 + VAT View dates and book now

Available to book: In-house Request a quote

The aim of this course is to give you the technical tools to ensure that your AI systems are unbiased, i.e., their decision-making process is ethical and fair against all potential societal groups.

We aim to give you knowledge of the main technical concepts of ISO/IEC 24027:2021, by exploring measurement techniques and methods that can be used to assess bias, with the ultimate objective of mitigating bias-related vulnerabilities. It's important to note that all phases of the AI system lifecycle, including data collection, training, continual learning, design, testing, evaluation, and monitor, are within the scope of this standard.

The course helps reinforce the importance of identifying various sources of bias and understanding what impact these can have on the development and deployment of AI systems

We aim to give you knowledge of the different contexts in which bias concerns can arise, by providing examples of bias concerns and give possible strategies for how to detect (and possibly address) such issues.

How will I benefit?

This course will help learners to:

Build a toolset of methods that can help identifying bias and fairness issues
Identify potential sources of unwanted bias and terms to specify the nature of potential bias
Assess bias and fairness through metrics
Address unwanted bias through treatment strategies

Upon completion of this course, learners will be able to:
- Recognise and detect unwanted Bias in AI system
- Apply measurement techniques and methods to assess bias and fairness,
- Mitigate bias-related vulnerabilities
- Control and treat of unwanted bias throughout an AI system life cycle (Design, and Development, Verification and Validating, Deployment
- Data Scientists
- Data Analysts
- Data Engineers
- Machine Learning Engineers
- AI architects
The course assumes that delegates know the basic concepts of AI and understand what a neural network is. We recommend attending the: ‘Bias in AI systems and AI aided decision-making awareness on-demand training course’
On completion, you’ll be awarded an internationally recognized BSI training course certificate.

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