Certificate in Deep Learning: Robotics Advancements
-- ViewingNowThe Certificate in Deep Learning: Robotics Advancements is a comprehensive course that focuses on the cutting-edge developments in deep learning and robotics. This course highlights the importance of deep learning algorithms in the design and operation of modern robotic systems.
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โข Unit 1: Introduction to Deep Learning and Robotics
โข Unit 2: Neural Networks and Deep Learning Fundamentals
โข Unit 3: Convolutional Neural Networks (CNN) for Robotics Perception
โข Unit 4: Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) for Robotics Control
โข Unit 5: Deep Reinforcement Learning for Robotics
โข Unit 6: Transfer Learning and Domain Adaptation in Robotics
โข Unit 7: Computer Vision and Image Processing for Deep Learning Robotics
โข Unit 8: Robot Manipulation and Grasping using Deep Learning
โข Unit 9: Deep Learning for Robot Localization, Mapping, and Navigation
โข Unit 10: Real-World Applications and Case Studies of Deep Learning in Robotics
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