Global Certificate Automotive AI Safety: A Global View
-- ViewingNowThe Global Certificate in Automotive AI Safety: A Global View is a comprehensive course designed to meet the growing industry demand for AI safety experts in the automotive sector. This course emphasizes the importance of developing safe and reliable AI systems for autonomous vehicles, a critical aspect in the rapidly evolving world of self-driving technology.
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โข Automotive AI Safety Foundations: Introduction to AI and Machine Learning, Safety Challenges in Autonomous Vehicles, Ethics in Autonomous Systems
โข Perception and Sensing: Sensor Technologies, Computer Vision, Object Detection and Classification, Perception System Design
โข Prediction and Decision Making: Motion Planning, Behavior Planning, Predictive Modeling, Decision-Making Algorithms
โข Control Systems: Vehicle Dynamics, Control Theory, Control System Design, Fail-Safe Strategies
โข Simulation and Testing: Simulation Tools, Testing Methodologies, Scenario-Based Testing, Statistical Analysis
โข Regulations and Compliance: Global Regulations, Safety Standards, Certification Processes, Compliance Strategies
โข Cybersecurity for Autonomous Vehicles: Cybersecurity Threats, Security Protocols, Risk Management, Best Practices
โข AI Safety in Special Scenarios: Adverse Weather Conditions, Off-Road Driving, Pedestrian Safety, Vulnerable Road Users
โข Future Perspectives: Advances in AI and Autonomous Vehicles, Societal Impact, Research Opportunities, Future Directions
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