Question

What is pattern recognition in machine learning?

Answer 1

$Pattern \: Recognition \: and \: Machine \: Learning$

The field of pattern recognition has undergone substantial development over the years.

This book reflects these developments while providing a grounding in the basic concepts of pattern recognition and machine learning

Answer 2

While we hear this term a lot in the IT world, it originally comes from cognitive neuroscience and psychology.

Pattern recognition is a cognitive process that happens in our brain when we match some information that we encounter with data stored in our memory. For example, when a mom teaches her kid to count, she says, “One, two, three.” After multiple repetitions, when mom says, “One, two...”, the child can respond with “Three.” As we can see, the child recognized the pattern.

There are also pattern recognition receptors (PRR) in our body - macrophages, monocytes, etc. - cells that have a specific mission to identify and tackle pathogenic molecular patterns and damage-associated molecular patterns. But that’s biology and not technology.

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