intellcert Academy · Functional Safety in the Automotive Sector
ISO/PAS 8800. Functional Safety of Artificial Intelligence in Vehicles
Classification and objectives of ISO/PAS 8800 · Differentiation from ISO 26262 and ISO 21448 (SOTIF) · Safety relevance of machine learning
Overview
Course contents
Our professional training courses are designed for professionals, specialists, and experts who wish to expand their knowledge in a targeted way.
Contents
- Classification and objectives of ISO/PAS 8800
- Differentiation from ISO 26262 and ISO 21448 (SOTIF)
- Safety relevance of machine learning
- Data quality, bias and uncertainties in training data
- Building a safety case for AI systems
- Methods for risk assessment and safeguarding
- Requirements for verification & validation of AI components
- Practical examples and exercises
Learning objectives
- Explaining the objective and scope of ISO/PAS 8800
- Explaining the difference between classic risks and those caused by AI
- Identifying safety-critical aspects of AI systems
- Applying safeguarding strategies for machine learning models
- Assessing the role of data quality, uncertainty and bias in a safety context
- Placing ISO/PAS 8800 within existing development processes
Prerequisites
- Basic knowledge of functional safety (e.g., ISO 26262)
- General understanding of Machine Learning / Artificial Intelligence
- Experience with safety-relevant automotive systems is beneficial
Certification requirement
Without certification option
Delivery format: Online. For on-site or in-house training, please send us a request via our contact form. We will get in touch with you shortly thereafter.
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