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Lecture
Deep Learning Fundamentals
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Related lectures (32)
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Neural Networks: Perceptron and Backpropagation
Covers the basics of neural networks, including the perceptron model and backpropagation.
Nonlinear Supervised Learning
Explores the inductive bias of different nonlinear supervised learning methods and the challenges of hyper-parameter tuning.