Masterclass Certificate in Neural Network Design Principles
-- ViewingNowThe Masterclass Certificate in Neural Network Design Principles is a comprehensive course that provides learners with essential skills in artificial neural network design. This course is crucial in today's tech-driven world, where neural networks are the driving force behind many advanced technologies, such as self-driving cars, image recognition, and natural language processing.
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โข Unit 1: Introduction to Neural Networks
โข Unit 2: Perceptron and Single-Layer Networks
โข Unit 3: Multi-Layer Networks and Backpropagation
โข Unit 4: Deep Learning and Modern Architectures
โข Unit 5: Convolutional Neural Networks (CNNs)
โข Unit 6: Recurrent Neural Networks (RNNs)
โข Unit 7: Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) Networks
โข Unit 8: Regularization Techniques in Neural Networks
โข Unit 9: Optimization Algorithms for Neural Networks
โข Unit 10: Applications and Case Studies of Neural Networks
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