Professional Certificate in Robotics Recognition: Machine Learning
-- ViewingNowThe Professional Certificate in Robotics Recognition: Machine Learning is a vital course for those interested in the intersection of robotics and AI. This program covers essential concepts such as deep learning, computer vision, and robot manipulation, equipping learners with in-demand skills for the modern workforce.
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โข Unit 1: Introduction to Robotics and Machine Learning
โข Unit 2: Principles of Machine Learning Algorithms
โข Unit 3: Supervised Learning: Regression and Classification Techniques
โข Unit 4: Unsupervised Learning: Clustering and Dimensionality Reduction
โข Unit 5: Deep Learning: Neural Networks and Convolutional Neural Networks
โข Unit 6: Reinforcement Learning: Q-Learning and Deep Q-Networks
โข Unit 7: Robot Perception: Computer Vision and Sensor Fusion
โข Unit 8: Robot Kinematics and Motion Planning
โข Unit 9: Robot Control: PID Control and Trajectory Generation
โข Unit 10: Robot Applications: Industrial Automation, Autonomous Vehicles, and Human-Robot Interaction
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