Introduction to Safety in Autonomous Vehicles

A Comprehensive Guide to Safety in Autonomous Vehicles: Navigating Standards, Software Assurance, and Scenario-Based Testing

Micro-credential developed in partnership with

Gain a solid foundation of functional safety models, software quality assurance, and machine learning safety in autonomous vehicles (AVs). This course covers key standards like ISO 26262, explores Advanced Driver Assistance Systems (ADAS), Operational Design Domains (ODDs), and scenario-based testing, and integrates agile methodologies and test automation to ensure AV safety and reliability.

Micro-credential developed in partnership with

Gain a solid foundation of functional safety models, software quality assurance, and machine learning safety in autonomous vehicles (AVs). This course covers key standards like ISO 26262, explores Advanced Driver Assistance Systems (ADAS), Operational Design Domains (ODDs), and scenario-based testing, and integrates agile methodologies and test automation to ensure AV safety and reliability.

Introduction to Safety in Autonomous Vehicles

Topics

Agile, Autonomous Vehicles, AV, AV Safety, DevOps, Driverless Cars, Machine Learning Safety, ML Safety, Robot Cars, Self-Driving Cars, Software QA, Software Quality Assurance, V-Model, Vehicle Safety

Intermediate

Price:

Included in subscription

Time to complete:

30 hours

Outcome

+3000 points

What you'll learn

  • checkmark icon

    Understanding functional safety models and standards (e.g. ISO 26262, SOTIF)

  • checkmark icon

    Defining and expanding ODDs

  • checkmark icon

    Compliance requirements and certification for AV safety

  • checkmark icon

    Role of ADAS in AV safety

  • checkmark icon

    Conventional software QA and testing techniques

  • checkmark icon

    Agile V-Model and DevOps for safe software development

  • checkmark icon

    Ensuring safety in machine learning (ML) models for AVs

  • checkmark icon

    Scenario-based testing using functional, logical, and concrete scenarios

  • checkmark icon

    Responsibility-Sensitive Safety (RSS) model for AV safety assurance

  • checkmark icon

    Automated testing and test-driven development for ML systems

Program outline

Show more

man on laptop with branded graphical element in background

Developed with top post-secondary institutions and leading organizations, earn a credential you can share online by completing this course.

checkmark icon

Industry-recognized

team members icon

Downloadable certificate

Introduction to Safety in Autonomous Vehicles

  • Please log in or sign up