Certificate in Deep Learning Fundamentals: Connected Systems
-- ViewingNowThe Certificate in Deep Learning Fundamentals: Connected Systems is a comprehensive course designed to equip learners with essential skills for career advancement in the rapidly evolving field of deep learning. This program focuses on the principles and applications of deep learning, with an emphasis on connected systems, a critical area of industry demand.
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โข Introduction to Deep Learning
โข Neural Networks and Backpropagation
โข Convolutional Neural Networks (CNNs)
โข Recurrent Neural Networks (RNNs)
โข Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU)
โข Deep Learning Frameworks: TensorFlow, Keras, PyTorch
โข Transfer Learning and Fine-Tuning
โข Object Detection and Image Segmentation
โข Generative Adversarial Networks (GANs)
โข Deep Learning for Natural Language Processing (NLP)
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