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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⢠Introduction to Deep Learning for AI Robotics
⢠Fundamentals of Neural Networks
⢠Convolutional Neural Networks (CNN) for Robotics Perception
⢠Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) for Robotics Control
⢠Reinforcement Learning and Deep Q-Networks (DQN) for Autonomous Robots
⢠Deep Reinforcement Learning for Robot Manipulation and Navigation
⢠Transfer Learning and Domain Adaptation in Deep Learning for Robotics
⢠Optimization Techniques in Deep Learning for Robotics
⢠Practical Implementations of Deep Learning Algorithms for Robotics Applications
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