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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Actionable metrics are better metrics
A. Meneely Rochester Institute of Technology, Rochester, NY, United States
Abstract
True, data is just data. But humans use data to lie all the time… with metrics. Metrics are a huge part of our evidence-based society. Metrics drive what data we collect, determine the exact phrasing of our conclusions, and shape our perspectives. One wrong step with a metric, and we can grossly misunderstand the world around us.
Keywords
Metrics; Actionable; Emergent properties; Number of bugs; Code churn; Source code management; Number of callees; Cyclomatic complexity
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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.