Graduate Certificate in Deep Learning for Internet of Things
-- ViewingNowThe Graduate Certificate in Deep Learning for Internet of Things is a course designed to provide learners with essential skills in deep learning, a subfield of artificial intelligence. This program covers various topics including machine learning, data mining, and predictive analytics, with a focus on applications for the Internet of Things (IoT).
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โข Unit 1: Introduction to Deep Learning for Internet of Things
โข Unit 2: Neural Networks and Deep Learning Fundamentals
โข Unit 3: Convolutional Neural Networks (CNN) for IoT Applications
โข Unit 4: Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) Networks
โข Unit 5: Deep Reinforcement Learning for IoT
โข Unit 6: Natural Language Processing (NLP) and Speech Recognition in IoT Systems
โข Unit 7: Computer Vision and Image Processing in IoT Applications
โข Unit 8: Security and Privacy Challenges in Deep Learning for IoT
โข Unit 9: Implementing Deep Learning Algorithms in IoT Devices
โข Unit 10: Real-World Applications and Case Studies of Deep Learning in IoT
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