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You're reading from  scikit-learn Cookbook - Second Edition

Product typeBook
Published inNov 2017
Reading LevelIntermediate
PublisherPackt
ISBN-139781787286382
Edition2nd Edition
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Author (1)
Trent Hauck
Trent Hauck
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Trent Hauck

Trent Hauck is a data scientist living and working in the Seattle area. He grew up in Wichita, Kansas and received his undergraduate and graduate degrees from the University of Kansas. He is the author of the book Instant Data Intensive Apps with pandas How-to, Packt Publishing—a book that can get you up to speed quickly with pandas and other associated technologies.
Read more about Trent Hauck

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Fitting a line through data

Now we will start with some basic modeling with linear regression. Traditional linear regression is the first, and therefore, probably the most fundamental model—a straight line through data.

Intuitively, it is familiar to a lot of the population: a change in one input variable proportionally changes the output variable. It is important that many people will have seen it in school, or in a newspaper data graphic, or in a presentation at work, and so on, as it will be easy for you to explain to colleagues and investors.

Getting ready

The Boston dataset is perfect to play around with regression. The Boston dataset has the median home price of several areas in Boston. It also has other factors...

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scikit-learn Cookbook - Second Edition
Published in: Nov 2017Publisher: PacktISBN-13: 9781787286382

Author (1)

author image
Trent Hauck

Trent Hauck is a data scientist living and working in the Seattle area. He grew up in Wichita, Kansas and received his undergraduate and graduate degrees from the University of Kansas. He is the author of the book Instant Data Intensive Apps with pandas How-to, Packt Publishing—a book that can get you up to speed quickly with pandas and other associated technologies.
Read more about Trent Hauck