By Deborah Nolan,Duncan Temple Lang
Effectively entry, rework, manage, Visualize, and cause approximately information and Computation
Data technological know-how in R: A Case reviews method of Computational Reasoning and challenge Solving illustrates the main points fascinated by fixing actual computational difficulties encountered in info research. It finds the dynamic and iterative strategy during which info analysts strategy an issue and cause approximately alternative ways of imposing ideas.
The book’s selection of initiatives, accomplished pattern options, and follow-up workouts surround useful subject matters relating info processing, together with:
- Non-standard, complicated info codecs, similar to robotic logs and e-mail messages
- Text processing and general expressions
- Newer applied sciences, reminiscent of net scraping, net providers, Keyhole Markup Language (KML), and Google Earth
- Statistical equipment, equivalent to class timber, k-nearest associates, and naïve Bayes
- Visualization and exploratory info analysis
- Relational databases and based question Language (SQL)
- Algorithm implementation
- Large information and efficiency
Suitable for self-study or as supplementary examining in a statistical computing path, the e-book allows teachers to include attention-grabbing difficulties into their classes in order that scholars achieve necessary event and information technology talents. scholars how to gather and paintings with unstructured or semistructured facts in addition to find out how to slim down and thoroughly body the questions of curiosity concerning the data.
Blending computational info with statistical and knowledge research innovations, this e-book presents readers with an realizing of the way expert information scientists take into consideration day-by-day computational initiatives. it's going to increase readers’ computational reasoning of real-world information analyses.
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