December 2014
Beginner to intermediate
384 pages
11h 56m
English
Content preview from Web and Network Data Science: Modeling Techniques in Predictive AnalyticsBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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A. Data Science Methods
Artim: “Data, . . . haven’t you ever just played for fun?”
Data: “Androids. . . don’t have. . . fun.”
Artim: “Why not. . . ?”
Data: “No one’s ever asked me that before.”
—MICHAEL WELCH AS ARTIM AND BRENT SPINER AS DATA IN Star Trek: Insurrection (1998)
Doing data science means implementing flexible, scalable, extensible systems for data preparation, analysis, visualization, and modeling. We are empowered by the growth of open source. Whatever the modeling technique or application, there is likely a relevant package, module, or library that someone has written or is thinking of writing. Doing data science for the web and networks means working in Python and R, and drawing on other languages as needed.
Data scientists, those ...
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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.