The Math Behind Deep CNN — AlexNet

Dive into AlexNet, the first modern CNN, understand its mathematics, implement it from scratch, and explore its applications.

Cristian Leo
Towards Data Science
32 min readApr 16, 2024

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Image generated by DALL-E

Convolutional Neural Networks (CNNs) are a specialized kind of deep neural networks designed primarily for processing structured array data such as images. CNNs operate by recognizing patterns…

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A Data Scientist with a passion about recreating all the popular machine learning algorithm from scratch.