Reading: https://www.deeplearningbook.org/

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A hierarchy of concepts enables the computer to learn complicated concepts by building them out of simpler ones.

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Deep Learning solves the problem of representation learning by introducing representations that are expressed in terms of other, simpler representations. We essentially build complex concepts out of simpler concepts.

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Concepts

Neural Networks

Backpropagation

Feedforward Network

Multilayer Perceptron

Background Reading

Linear Algebra