Chapter 7. Fairly simple neural networks

In the late 2010s, when we hear about advances in artificial intelligence, they generally concern a particular subdiscipline known as machine learning (computers learning some new information without being explicitly told it). More often than not those advances are being driven by a particular machine-learning technique known as neural networks. Although invented decades ago, neural networks have been going through a kind of renaissance as improved hardware and newly discovered research-driven software techniques enable a new paradigm known as deep learning.

Deep learning has turned out to be a broadly applicable technique. It has been found useful in everything from hedge fund algorithms to bioinformatics. ...

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