Graduate Certificate in Deep Learning in Informatics
-- ViewingNowThe Graduate Certificate in Deep Learning in Informatics is a comprehensive course designed to equip learners with essential skills in deep learning, a subfield of artificial intelligence that focuses on algorithms inspired by the structure and function of the brain. With the exponential growth of data and the increasing demand for intelligent systems, there is a high industry demand for professionals who can design, develop, and implement deep learning models.
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โข Introduction to Deep Learning
โข Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNNs)
โข Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Deep Learning Frameworks: TensorFlow, PyTorch, Keras
โข Generative Adversarial Networks (GANs)
โข Deep Reinforcement Learning
โข Natural Language Processing (NLP) & Word Embeddings
โข Deep Learning Applications in Informatics
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