Download EBOOK Data Smart: Using Data Science to Transform Information into Insight PDF for free


Download EBOOK Data Smart: Using Data Science to Transform Information into Insight PDF for free Category: Computing
The author of the book: John W. Foreman
Format files: PDF, EPUB, TXT, DOCX
The size of the: 970 KB
Language: English
ISBN-13: 9781118661468
Edition: John Wiley & Sons Inc
Date of issue: 1 December 2013

Description of the book "Data Smart: Using Data Science to Transform Information into Insight":

Data Science gets thrown around in the press like it's magic. Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions. But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope. Data science is little more than using straight-forward steps to process raw data PDF into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data. Each chapter ePub will cover a different technique in a spreadsheet so you can follow along: * Mathematical optimization, including non-linear programming and genetic algorithms * Clustering via k-means, spherical k-means, and graph modularity * Data mining in graphs, such as outlier detection * Supervised AI through logistic regression, ensemble models, and bag-of-words models * Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation * Moving from spreadsheets into the R programming language You get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll PDF even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

Download EBOOK Data Smart: Using Data Science to Transform Information into Insight PDF for free


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John W. Foreman

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Download EBOOK Data Smart: Using Data Science to Transform Information into Insight PDF for free



Download EBOOK Data Smart: Using Data Science to Transform Information into Insight for free

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