Lectures related to Convolutional Neural Networks: Fundamentals

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Covers the basics of neural networks, focusing on the development from two layers neural networks to deep neural networks.

Explores Convolutional Neural Networks, data augmentation, weight decay, and dropout for enhancing model performance.