Advanced Certificate in Neural Networks: The Complete Guide
-- ViewingNowThe Advanced Certificate in Neural Networks: The Complete Guide is a comprehensive course that equips learners with essential skills in artificial neural networks, a critical component of artificial intelligence. This course is vital in today's data-driven world, where businesses increasingly rely on AI to drive decision-making and innovation.
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โข Introduction to Neural Networks
โข Artificial Intelligence and Machine Learning
โข History and Evolution of Neural Networks
โข Architecture of Neural Networks
โข Perceptron and Multi-Layer Perceptron (MLP)
โข Backpropagation Algorithm
โข Deep Learning and Deep Neural Networks
โข Convolutional Neural Networks (CNN)
โข Recurrent Neural Networks (RNN)
โข Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRU)
โข Applications of Neural Networks
โข Challenges and Future Directions of Neural Networks
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