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algorithmic-simplicity
Despite the impressive achievements of deep learning, the underlying computations are fundamentally simple operations like multiplications, additions, and nonlinear mappings.
1 chapter across 1 book
Deep Learning (MIT Press Essential Knowledge)John D. Kelleher
Preface
The preface introduces deep learning as a transformative technology impacting various sectors and emphasizes the importance of understanding its principles for diverse audiences. The author aims to provide an accessible yet technically grounded introduction to deep learning, explaining its algorithms and models with minimal but clear mathematical exposition. The text highlights the surprising simplicity underlying deep learning's powerful capabilities and sets the tone for a comprehensive, approachable exploration of the field.