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Author Godsey, Brian, author

Title Think like a data scientist : tackle the data science process step-by-step / Brian Godsey
Published Shelter Island, NY : Manning Publications, [2017]
Online access available from:
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Description 1 online resource (1 volume) : illustrations
Contents Part 1. Preparing and gathering data and knowledge. Philosophies of data science -- Setting goals by asking good questions -- Data all around us: the virtual wilderness -- Data wrangling: from capture to domestication -- Data assessment: poking and prodding -- Part 2. Building a product with software and statistics. Developing a plan -- Statistics and modeling: concepts and foundations -- Software: statistics in action -- Supplementary software: bigger, faster, more efficient -- Plan execution: putting it all together -- Part 3. Finishing off the product and wrapping up. Delivering a product -- After product delivery: problems and revisions -- Wrapping up: putting the project away
Notes Includes index
Online resource; title from title page (Safari, viewed April 25, 2017)
Subject Big data.
Data mining.
Electronic data processing.
Form Electronic book