Global Certificate in AI Guidelines for Self-Driving Cars
-- ViewingNowThe Global Certificate in AI Guidelines for Self-Driving Cars is a comprehensive course that equips learners with essential skills for career advancement in the rapidly evolving field of autonomous vehicles. This course is crucial in the current industry landscape, where AI and self-driving cars are transforming transportation and mobility.
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โข Introduction to AI in Self-Driving Cars: Basics of AI, Machine Learning, and Deep Learning; AI applications in self-driving cars.
โข Sensors and Perception: Sensor technologies (cameras, radar, lidar), Object Detection, Segmentation, and Classification; Data Fusion.
โข Localization and Mapping: Simultaneous Localization and Mapping (SLAM), High-Definition (HD) Mapping, 3D Mapping.
โข Prediction and Planning: Behavior Prediction, Motion Planning, Trajectory Planning, Scenario-Based Planning.
โข Control Systems: Vehicle Dynamics, Control Algorithms, Steering and Braking Systems.
โข Safety and Security: Functional Safety, Cybersecurity, Redundancy and Fail-Safe Systems.
โข Ethics and Regulations: AI Ethics, Regulations and Guidelines, Moral Dilemmas in Autonomous Driving.
โข AI Algorithms for Self-Driving Cars: Computer Vision, Reinforcement Learning, Deep Reinforcement Learning, Transfer Learning.
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