Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving

Deborah Nolan

7 valutazioni di Goodreads

Lingua: inglese

Editore: CRC Press LLC, 2015

1482234815 / 9781482234817

Serie: Libro 16 di 73 - Chapman & Hall/CRC The R

Da: World of Books Inc, Montgomery, IL, U.S.A.World of Books Inc

Venditore con 4 stelle

Venditore AbeBooks dal 23 marzo 2026

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Descrizione dell’articolo da parte del venditore

Effectively Access, Transform, Manipulate, Visualize, and Reason about Data and ComputationData Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving illustrates the details involved in solving real computational problems encountered in data analysis. It reveals the dynamic and iterative process by which data analysts approach a problem and reason about different ways of implementing solutions. The book?s collection of projects, comprehensive sample solutions, and follow-up exercises encompass practical topics pertaining to data processing, including: Non-standard, complex data formats, such as robot logs and email messagesText processing and regular expressionsNewer technologies, such as Web scraping, Web services, Keyhole Markup Language (KML), and Google EarthStatistical methods, such as classification trees, k-nearest neighbors, and naïve BayesVisualization and exploratory data analysisRelational databases and Structured Query Language (SQL)SimulationAlgorithm implementationLarge data and efficiencySuitable for self-study or as supplementary reading in a statistical computing course, the book enables instructors to incorporate interesting problems into their courses so that students gain valuable experience and data science skills. Students learn how to acquire and work with unstructured or semistructured data as well as how to narrow down and carefully frame the questions of interest about the data.Blending computational details with statistical and data analysis concepts, this book provides readers with an understanding of how professional data scientists think about daily computational tasks. It will improve readers? computational reasoning of real-world data analyses.…

Codice articolo CIN1482234815G

Titolo
Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving
Autore
Deborah Nolan
Editore
CRC Press LLC
Anno di pubblicazione
2015
Condizione
Good
Rilegatura
Paperback
Lingua
inglese
ISBN 10
1482234815
ISBN 13
9781482234817
Serie
Libro 16 di 73: Chapman & Hall/CRC The R

World of Books Inc

Montgomery, IL, U.S.A.

Venditore con 4 stelle

Venditore AbeBooks dal 23 marzo 2026

Tariffe di spedizione nazionale per U.S.A.

ArticoloDa 4 a 12 giorni lavorativiDa 3 a 6 giorni lavorativi
Primo articoloEUR 0,00EUR 9,77
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