Advanced Certificate in Neural Networks: High-Performance
-- ViewingNowThe Advanced Certificate in Neural Networks: High-Performance course is a comprehensive program designed to provide learners with essential skills in neural networks, a critical component of artificial intelligence and machine learning. This course covers advanced topics, including deep learning, convolutional neural networks, recurrent neural networks, and long short-term memory networks.
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โข Advanced Neural Network Architectures
โข Convolutional Neural Networks (CNNs)
โข Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Deep Learning Frameworks: TensorFlow, PyTorch, Keras
โข High-Performance Computing for Neural Networks
โข Optimization Techniques for Deep Learning
โข Regularization and Overfitting in Neural Networks
โข Natural Language Processing (NLP) with Neural Networks
โข Computer Vision & Image Recognition using CNNs
โข Generative Adversarial Networks (GANs)
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