Global Certificate in Deep Learning Design
-- ViewingNowThe Global Certificate in Deep Learning Design is a comprehensive course that focuses on the rapidly growing field of deep learning. This certification is vital for professionals looking to stay updated with cutting-edge technologies shaping the future of artificial intelligence.
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โข Deep Learning Fundamentals: Neural networks, activation functions, backpropagation, gradient descent
โข Convolutional Neural Networks (CNNs): Image classification, object detection, feature extraction
โข Recurrent Neural Networks (RNNs): Sequence data, time series analysis, natural language processing
โข Generative Adversarial Networks (GANs): Generative models, image synthesis, data augmentation
โข Reinforcement Learning (RL): Markov decision processes, Q-learning, deep Q-networks
โข Transfer Learning: Pre-trained models, fine-tuning, domain adaptation
โข Deep Learning Optimization: Learning rate scheduling, regularization, hyperparameter tuning
โข Deep Learning Frameworks: TensorFlow, Keras, PyTorch, MXNet
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