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What is machine learning?

What is machine learning? Here are some definitions.

Noun
  1. (artificial intelligence) A field of study concerned with the design and development of algorithms and techniques that allow computers to learn.
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We then use vital-sign specific machine learning models to generate each vital sign.
I've been reading up about machine learning in my spare time lately because it's really fascinating.
This work will follow two complementary approaches, heuristic and machine learning.
Usually, there is a heavy computational aspect to the analysis with a machine learning or data mining flavor.
To facilitate more efficient land cover monitoring, sophisticated algorithms based on advances in the fields of pattern recognition and machine learning are being investigated.
This trend makes machine learning one of the most important frontiers in modern science.

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