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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Make visualization part of your analysis process
S. Diehl University of Trier, Trier, Germany
Abstract
Visualization is a powerful tool. It can play a crucial role when it comes to generating hypotheses or presenting results. Visualization should become an integral part of your analysis process. You can use it to clean the data before the actual analysis. During the analysis, it can help you to see the unexpected and to generate hypotheses for further analysis. Finally, you can combine different kinds of visualizations to tell a story about your data and present your findings to others.
Keywords
Visualization; Software repositories; Parallel Coordinates; Aliasing; Scalability
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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.