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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⢠Automotive AI Safety Foundations: Introduction to AI and Machine Learning, Safety Challenges in Autonomous Vehicles, Ethics in Autonomous Systems
⢠Perception and Sensing: Sensor Technologies, Computer Vision, Object Detection and Classification, Perception System Design
⢠Prediction and Decision Making: Motion Planning, Behavior Planning, Predictive Modeling, Decision-Making Algorithms
⢠Control Systems: Vehicle Dynamics, Control Theory, Control System Design, Fail-Safe Strategies
⢠Simulation and Testing: Simulation Tools, Testing Methodologies, Scenario-Based Testing, Statistical Analysis
⢠Regulations and Compliance: Global Regulations, Safety Standards, Certification Processes, Compliance Strategies
⢠Cybersecurity for Autonomous Vehicles: Cybersecurity Threats, Security Protocols, Risk Management, Best Practices
⢠AI Safety in Special Scenarios: Adverse Weather Conditions, Off-Road Driving, Pedestrian Safety, Vulnerable Road Users
⢠Future Perspectives: Advances in AI and Autonomous Vehicles, Societal Impact, Research Opportunities, Future Directions
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