Certificate in Sensor Fusion Algorithms for Autonomous Vehicles
-- ViewingNowThe Certificate in Sensor Fusion Algorithms for Autonomous Vehicles is a comprehensive course designed to equip learners with essential skills in developing autonomous vehicles. This course emphasizes the importance of sensor fusion algorithms, which are critical for the safe and efficient operation of self-driving vehicles.
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โข Sensor Fusion Fundamentals
โข Types of Sensors in Autonomous Vehicles
โข Sensor Calibration and Data Alignment
โข Probability and Bayesian Estimation
โข Kalman Filter and Extended Kalman Filter
โข Particle Filter for Nonlinear Systems
โข Sensor Fusion Algorithms for Localization
โข Obstacle Detection and Tracking
โข Machine Learning Techniques in Sensor Fusion
โข Real-World Implementations and Case Studies
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