Data Mining

Data Science in R: A Case Studies Approach to Computational by Deborah Nolan,Duncan Temple Lang PDF

By Deborah Nolan,Duncan Temple Lang

ISBN-10: 1482234815

ISBN-13: 9781482234817

Effectively entry, remodel, control, Visualize, and cause approximately information and Computation

Data technology in R: A Case stories method of Computational Reasoning and challenge Solving illustrates the main points inquisitive about fixing actual computational difficulties encountered in info research. It finds the dynamic and iterative procedure during which facts analysts method an issue and cause approximately other ways of imposing ideas.

The book’s number of tasks, complete pattern strategies, and follow-up workouts surround useful subject matters relating info processing, together with:

  • Non-standard, advanced information codecs, equivalent to robotic logs and electronic mail messages

  • Text processing and average expressions

  • Newer applied sciences, comparable to net scraping, internet prone, Keyhole Markup Language (KML), and Google Earth

  • Statistical equipment, equivalent to class timber, k-nearest buddies, and naïve Bayes

  • Visualization and exploratory information analysis

  • Relational databases and established question Language (SQL)

  • Simulation

  • Algorithm implementation

  • Large info and efficiency

Suitable for self-study or as supplementary analyzing in a statistical computing path, the e-book permits teachers to include attention-grabbing difficulties into their classes in order that scholars achieve beneficial event and information technological know-how abilities. scholars the way to collect and paintings with unstructured or semistructured information in addition to find out how to slender down and punctiliously body the questions of curiosity in regards to the data.

Blending computational info with statistical and knowledge research recommendations, this booklet offers readers with an realizing of ways specialist facts scientists take into consideration day-by-day computational projects. it is going to enhance readers’ computational reasoning of real-world info analyses.

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Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving (Chapman & Hall/CRC The R Series) by Deborah Nolan,Duncan Temple Lang

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