Graduate Certificate in Fundamentals of Deep Learning Algorithms
-- ViewingNowThe Graduate Certificate in Fundamentals of Deep Learning Algorithms is a comprehensive course that equips learners with crucial skills in deep learning algorithm development. This program's significance lies in its ability to provide a solid foundation in deep learning, a rapidly growing field with immense industry demand.
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โข Introduction to Deep Learning Algorithms
โข Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNNs)
โข Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Generative Adversarial Networks (GANs)
โข Deep Reinforcement Learning
โข Applied Deep Learning: Computer Vision & Natural Language Processing
โข Optimization Techniques for Deep Learning
โข Deep Learning Frameworks: TensorFlow, PyTorch, Keras
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