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Hands-On Automated Machine Learning
book

Hands-On Automated Machine Learning

by Sibanjan Das, Umit Mert Cakmak
April 2018
Beginner to intermediate content levelBeginner to intermediate
282 pages
6h 52m
English
Packt Publishing
Content preview from Hands-On Automated Machine Learning

Machine learning process

How do we learn? When we were studying in school or university, we were taught by our teachers. We learned from their teachings (training). At the end of the term, we needed to take a test (testing), which was basically to validate our knowledge. The scores we obtained decided our fate (evaluation). Usually, the evaluation was carried out by considering a threshold to pass (baseline). The scores determined whether we needed to retake the subject or were ready to move to the next level (deployment).

This is exactly how a machine learns as well. The words in the brackets are the terminology used by ML professionals. However, this is just one of the ways through which we, and the machines, learn. This is a typical supervised ...

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Publisher Resources

ISBN: 9781788629898Supplemental Content