Professional Certificate in Neural Network Computing
-- ViewingNowThe Professional Certificate in Neural Network Computing is a comprehensive course designed to equip learners with the essential skills required to excel in the rapidly evolving field of artificial intelligence and machine learning. This course covers the fundamentals of neural networks, deep learning, and computational methods, providing a strong foundation for understanding complex AI systems.
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โข Unit 1: Introduction to Neural Network Computing
โข Unit 2: Artificial Neural Networks (ANNs)
โข Unit 3: Deep Learning Fundamentals
โข Unit 4: Convolutional Neural Networks (CNNs)
โข Unit 5: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Unit 6: Backpropagation Algorithm
โข Unit 7: Optimization Techniques in Neural Networks
โข Unit 8: Implementing Neural Networks with Popular Libraries (TensorFlow, PyTorch)
โข Unit 9: Real-World Applications of Neural Network Computing
โข Unit 10: Ethical Considerations in Neural Network Computing
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