Professional Certificate in Deep Learning for AI Robotics
-- ViewingNowProfessional Certificate in Deep Learning for AI Robotics: This course is essential for individuals seeking to expand their knowledge and skills in artificial intelligence (AI) robotics. It focuses on deep learning, a critical component of AI, and its application in robotics, addressing the growing industry demand for experts in this field.
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โข Introduction to Deep Learning for AI Robotics
โข Fundamentals of Neural Networks
โข Convolutional Neural Networks (CNN) for Robotics Perception
โข Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) for Robotics Control
โข Reinforcement Learning and Deep Q-Networks (DQN) for Autonomous Robots
โข Deep Reinforcement Learning for Robot Manipulation and Navigation
โข Transfer Learning and Domain Adaptation in Deep Learning for Robotics
โข Optimization Techniques in Deep Learning for Robotics
โข Practical Implementations of Deep Learning Algorithms for Robotics Applications
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