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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Seven principles of inductive software engineering
What we do is different
T. Menzies North Carolina State University, Raleigh, NC, United States
Abstract
Inductive software engineering is the branch of software engineering focusing on the delivery of data-mining based software applications. Within those data mines, the core problem is induction, which is the extraction of small patterns from larger data sets. Inductive engineers spend much effort trying to understand business goals in order to inductively generate the models that matter the most.
Keywords
Inductive software engineering; Induction; Data mining; Feature selection; Row selection
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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.
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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.