Editorial Reviews. From the Back Cover. "Data Smart makes modern statistic methods and eBook features: . Visit the companion website at todownload spreadsheets for each chapter, and follow them as. books on ways to deal with and analyze data to enhance business add another book on data science, entitled, Data Smart: Us- ing Data Publisher: Wiley. Data Science gets thrown around in the press like it'smagic. Major retailers are predicting everything from when theircustomers are pregnant to when they want.
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Book Review: Data Smart: Using Data Science to Transform Information into Insight
Thankfully, Foreman wrote data smart wiley ebook book with the beginner in mind: However, there are glimpses into the depths of statistical theory, data smart wiley ebook a rehashing of all eight methods in R for the more technically minded.
Although you could skip ahead to the end for the quicker R versions of each technique, the level of granularity with which he presents each technique offers a lot for beginners and amateurs alike.
This book definitely added a lot to my professional repertoire; the fact that I can finally understand AI descriptions in sci-fi movies is just the icing on the cake. Open in a separate window As big data increasingly becomes a buzzword, Health Informatics Research is diligently following the trends in this regard; book reviews of recent issues have introduced several books on ways data smart wiley ebook deal with and analyze data to enhance business [ 123 ].
- Data Smart: Using Data Science to Transform Information into Insight by John W. Foreman
- Book Review: Data Smart: Using Data Science to Transform Information into Insight
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Globally, big data initiatives have demonstrated interest in and attention towards the effective and efficient use of big data. Another movement is National Consortium for Data Science NCDS in the United States that seeks to advance the application of data to solve challenging problems, create jobs, protect national security, and improve quality of life [ 6 data smart wiley ebook.
Especially, BD2K appears to be an interesting attempt as it would enable scientists to take advantage of the big data being generated by research communities in the biomedical fields [ 5 ]. Indeed, we live in a world where the academic society data smart wiley ebook experienced a cultural shift from claiming 'my-own data' to actively sharing data and publication [ 5 ].
Hence, I want to add another data smart wiley ebook on data science, entitled, Data Smart: As the subtitle itself indicates, this book places great emphasis on data science.
This resource is not a theory- and code-based heavy reading; rather, it can help readers utilize data as critical insights for decision making. This is a book forthose serious about learning the analytic techniques, the math andthe magic, behind big data.
Each chapter will cover a different technique in aspreadsheet so you can follow along: Mathematical optimization, including non-linear programming andgenetic algorithms Clustering via k-means, spherical k-means, and graphmodularity Data mining in graphs, such as outlier detection Supervised AI data smart wiley ebook logistic regression, ensemble models, andbag-of-words models Forecasting, seasonal adjustments, and prediction intervalsthrough monte carlo simulation Moving from spreadsheets into the R programming language You get your hands dirty as you work alongside John through eachtechnique.
But never fear, the topics are readily applicable andthe author laces humor throughout.