Postgraduate Certificate in Deep Learning in Smart Cities
-- ViewingNowThe Postgraduate Certificate in Deep Learning in Smart Cities is a comprehensive course that addresses the growing demand for AI and machine learning experts in urban development. This program emphasizes the importance of deep learning techniques in creating smart, sustainable cities, and prepares learners with essential skills for career advancement in this high-growth field.
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⢠Introduction to Deep Learning in Smart Cities &br> ⢠Fundamentals of Artificial Neural Networks &br> ⢠Convolutional Neural Networks (CNN) for Image Recognition &br> ⢠Recurrent Neural Networks (RNN) for Time-Series Data &br> ⢠Advanced Deep Learning Techniques (GAN, RL, etc.) &br> ⢠Deep Learning Frameworks (TensorFlow, PyTorch, etc.) &br> ⢠Applications of Deep Learning in Smart Cities (Traffic Management, Surveillance, etc.) &br> ⢠Ethics and Bias in AI &br> ⢠Capstone Project: Designing and Implementing a Deep Learning Solution for Smart Cities
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