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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⢠Introduction to Deep Learning
⢠Neural Networks and Backpropagation
⢠Convolutional Neural Networks (CNNs)
⢠Recurrent Neural Networks (RNNs)
⢠Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU)
⢠Deep Learning Frameworks: TensorFlow, Keras, PyTorch
⢠Transfer Learning and Fine-Tuning
⢠Object Detection and Image Segmentation
⢠Generative Adversarial Networks (GANs)
⢠Deep Learning for Natural Language Processing (NLP)
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