Understanding Convolutional Neural Networks (CNNs)

Описание: In this video, we break down the math and intuition behind Convolutional Neural Networks (CNNs) in a simple and visual way. You’ll learn what CNNs are, why we use them instead of standard neural networks, and how convolution, pooling, and flattening work together to help a model “see” and understand images.

We’ll go step by step through each concept with clear animations and examples from convolution operations and filters to forward and backward passes.

This is part of our Neural Networks series, so if you haven’t watched the previous videos, check them out first!

Special thanks to Jorge Cardete for some of the material used in this video check out his amazing article on Medium:
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