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How to Design a Convolutional Neural Network | Lecture 8

One of the questions that I get frequently is ‘how do you design a neural network’ or more specifically ‘how do you know how many layers you need to have’ or ‘how do you know what’s the right value for a particular hyperparameter’. First things first, if you are not
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Convolutional Neural Networks – The Math of Intelligence (Week 4)

Hello world its Siraj, and we’re going to build a convolutional network using no libraries! I mean just Numpy… but no libraries! No Tensorflow, no PyTorch, none of it. We’re going to look at the math behind it and we’re going to build it with just Numpy for Matrix math,
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