July 2016
Beginner to intermediate
408 pages
10h 58m
English
book
Perspectives on Data Science for Software Engineering
by Tim Menzies, Laurie Williams, Thomas Zimmermann
Content preview from Perspectives on Data Science for Software Engineering
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Correlation is not causation (or, when not to scream “Eureka!”)
T. Menzies North Carolina State University, Raleigh, NC, United States
Abstract
When we stumble onto some pattern in the data, it is so tempting to send a Eureka! text to the business users. This is a natural response that stems from the excitement of doing science and discovering an effect that no one has ever seen before. Here’s my warning: don’t do it. At least, don’t do it straight away.
Keywords
Correlation; Causation; Data science
What Not to Do
Legend has it that Archimedes once solved a problem sitting in his bathtub. ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.