February 2020
Beginner to intermediate
400 pages
11h 54m
English
Content preview from Introducing Machine Learning
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Chapter 4. General Steps for a Machine Learning Solution
In preparing for battle I have always found that plans are useless, but planning is indispensable.
—Dwight Eisenhower General of the US Army and 34th President of the United States
Any machine learning solution is a pipeline made of relatively tricky steps. More precisely, it is a kind of full-stack process that spans from data acquisition and preparation to training and from evaluation of the model to the actual deployment. It’s a staged approach, collectively known as building a pipeline, that involves different skills along the way and requires, more than everything else, a clear business vision.
In this chapter, we’ll discuss the bare bones of a canonical machine learning solution ...
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