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Deep Learning with CNNs: A Compact Holistic Tutorial with Focus on Supervised Regression (Preprint)

Deep Learning with CNNs: A Compact Holistic Tutorial with Focus on Supervised Regression (Preprint)

In this tutorial, we present a compact and holistic discussion of Deep Learning with a focus on Convolutional Neural Networks (CNNs) and supervised regression. While there are numerous books and articles on the individual topics we cover, comprehensive and detailed tutorials that address Deep Learning from a foundational yet rigorous …