© Stylianos Kampakis  2020
S. KampakisThe Decision Maker's Handbook to Data Sciencehttps://doi.org/10.1007/978-1-4842-5494-3_7

7. A Short Introduction to Machine Learning

Stylianos Kampakis1 
(1)
London, UK
 
Machine learning has been defined in many ways by different researchers. The following are definitions from some of the most prominent researchers in the field:

Machine learning is programming computers to optimize a performance criterion using example data or past experience.

—Ethem Alpaydin1

The goal of machine learning is to develop methods that can automatically detect patterns in data, and then to use the uncovered patterns to predict future data or other outcomes of interest.

—Kevin P. Murphy2

The field of pattern recognition is concerned with ...

Get The Decision Maker's Handbook to Data Science: A Guide for Non-Technical Executives, Managers, and Founders now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.