Professional Certificate in Deep Learning: Robotics Excellence
-- ViewingNowThe Professional Certificate in Deep Learning: Robotics Excellence is a course designed to equip learners with the essential skills needed to thrive in the rapidly evolving field of robotics. This program focuses on deep learning techniques, a subfield of artificial intelligence that has gained immense popularity in recent years.
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โข Unit 1: Introduction to Deep Learning in Robotics
โข Unit 2: Neural Networks and Deep Learning Fundamentals
โข Unit 3: Convolutional Neural Networks (CNNs) for Robotics Perception
โข Unit 4: Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) for Robotics Control
โข Unit 5: Deep Reinforcement Learning for Autonomous Robotics Systems
โข Unit 6: Transfer Learning and Domain Adaptation in Robotics
โข Unit 7: Robot Learning from Demonstration and Imitation Learning
โข Unit 8: Multi-agent Deep Learning for Cooperative and Competitive Robotics
โข Unit 9: Deep Learning for Robot Manipulation and Grasping
โข Unit 10: Real-World Challenges and Best Practices in Deep Learning for Robotics
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