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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Visual analytics for software engineering data
Zhitao Hou; Hongyu Zhang; Haidong Zhang; Dongmei Zhang Microsoft Research, Beijing, China
Abstract
Many data analysis techniques require substantial knowledge and skills and are typically performed by “data scientists”. Ordinary users may find it difficult to apply these techniques to quickly explore the data by themselves. We propose MetroEyes, a visual analytics tool for interactive data exploration. We have successfully transferred the main concepts and experiences of MetroEyes to Microsoft Power BI.
Keywords
Data analysis techniques; Visual analytics techniques; User interface; MetroEyes; Interactive data exploration
Many data analysis techniques have been widely used in practice to enable ...
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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.