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Lecture
Deep Learning: Data Representation and Multilayer Perceptron
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Neural Networks: Perceptron and Backpropagation
Covers the basics of neural networks, including the perceptron model and backpropagation.
Recurrent Neural Networks: Training and Challenges
Discusses recurrent neural networks, their training challenges, and solutions like LSTMs and GRUs.
