Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving - Chapman & Hall / CRC The R Series - Deborah Nolan - Grāmatas - Taylor & Francis Inc - 9781482234817 - 2015. gada 21. aprīlis
Ja vāks un nosaukums nesakrīt, pareizs ir nosaukums

Deborah Nolan
Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving - Chapman & Hall / CRC The R Series 1. izdevums

Cena
€ 137,99

Pasūtīts no attālās noliktavas

Paredzamā piegāde . gada 7. - 21. aug.
Saņemiet paziņojumus par jauniem Deborah Nolan izdevumiem

Mūsu klienti saka:

14 dienu atgriešanas politika saskaņā ar Eiropas patērētāju tiesību aizsardzības likumu
Top vieta Trustpilot
Pievienot savam iMusic vēlmju sarakstam

Not rated yet

Effectively Access, Transform, Manipulate, Visualize, and Reason about Data and Computation

Data 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 messages Text processing and regular expressions Newer technologies, such as Web scraping, Web services, Keyhole Markup Language (KML), and Google Earth Statistical methods, such as classification trees, k-nearest neighbors, and naïve Bayes Visualization and exploratory data analysis Relational databases and Structured Query Language (SQL) Simulation Algorithm implementation Large data and efficiency

Suitable 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.

539 pages, 79 black & white illustrations

Mediji Grāmatas     Paperback Book   (Grāmata ar mīksto vāku un līmēto muguru)
Izlaists 2015. gada 21. aprīlis
ISBN13 9781482234817
Izdevēji Taylor & Francis Inc
Lapas 540
Izmēri 254 × 181 × 31 mm   ·   1,39 kg
Valoda Angļu  

Vairāk no Deborah Nolan

Rādīt visu

Vairāk no tā paša izdevēja

Skatīt visus Deborah Nolan ( piem., Paperback Book , CD un Hardcover Book )