Professional Certificate in Robotics Sensors and Advanced Applications
-- ViewingNowThe Professional Certificate in Robotics Sensors and Advanced Applications is a comprehensive course designed to equip learners with essential skills for career advancement in the rapidly growing field of robotics. This program focuses on the importance of sensors in robotics and covers advanced applications such as computer vision, machine learning, and artificial intelligence.
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โข Introduction to Robotics Sensors: Types of sensors, sensor principles, and sensor data processing.
โข Robot Kinematics: Forward and inverse kinematics, Denavit-Hartenberg parameters, and robot manipulator configurations.
โข Dynamic Modeling of Robots: Lagrange's equations, equations of motion, and control of robot dynamics.
โข Robot Vision and Image Processing: Camera models, stereo vision, and object recognition.
โข Machine Learning for Robotics: Supervised and unsupervised learning, deep learning, and reinforcement learning for robotics applications.
โข Robot Control Architectures: Centralized and decentralized architectures, real-time control, and fault-tolerant control.
โข Mobile Robotics and Navigation: Localization, mapping, and path planning for mobile robots.
โข Robot Manipulation and Grasping: Motion planning, force control, and manipulation skills for robot arms.
โข Robot Sensor Fusion: Integration of multiple sensor data, Kalman filtering, and particle filtering.
โข Advanced Robot Applications: Human-robot interaction, collaborative robotics, and service robotics.
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