The big R-book : from data science to learning machines and big data / / Philippe J.S. De Brouwer
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| Autore: |
De Brouwer Philippe J. S
|
| Titolo: |
The big R-book : from data science to learning machines and big data / / Philippe J.S. De Brouwer
|
| Pubblicazione: | Wiley, 2020 |
| Edizione: | 1 |
| Descrizione fisica: | 1 online resource (928 pages) |
| Disciplina: | 519.502855133 |
| Soggetto topico: | R (Computer program language) |
| Big data | |
| Machine learning | |
| Classificazione: | 007.6 |
| 005.7 | |
| Note generali: | Content Type: text (ncrcontent), Media Type: computer (ncrmedia), Carrier Type: online resource (ncrcarrier) |
| Includes bibliographical references and index | |
| Nota di contenuto: | About the Companion Site PART I: Introduction PART II: Starting with R and Elements of Statistics PART III: Data Import PART IV: Data Wrangling PART V: Modelling PART VI: Introduction to Companies PART VII: Reporting PART VIII: Bigger and Faster R PART IX: Appendices Nomenclature End User License Agreement |
| Sommario/riassunto: | "This book provides an overall introduction to R with a focus on tools and methods commonly used in Data Science, with an emphasis on practice and business use.The intention is to provide a practical guide for non-experts with a focus on business users. The author covers a wide range of topics in a single book: databases, statistical machine learning, data wrangling, data visualization, and reporting such results. The book includes seven parts. Part 1 is an Introduction, Part 2 provides an overview of R and elements of statistics. Part 3 revolves around data, while Part 4 focuses on data wrangling. Next, Part 5 focuses on exploring data. Modelling is covered in Part 6, while Part 7 covers reports. Finally, Part 7 contains appendices. The topics covered are all important for someone with a science/math background that is looking to quickly learn several practical technologies to enter or transition to the growing field of data science"-- |
| Altri titoli varianti: | The big R book : from data science to learning machines and big data |
| Titolo autorizzato: | The big R-book |
| ISBN: | 1-119-63277-3 |
| 1-119-63276-5 | |
| 1-119-63275-7 | |
| 9781119632764 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910877041703321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |