Data science in R a case studies approach to computational reasoning and problem solving
Data Manipulation and Modeling Predicting Location via Indoor Positioning Systems Deborah Nolan and Duncan Temple LangModeling Runners' Times in the Cherry Blossom Race Daniel Kaplan and Deborah NolanUsing Statistics to Identify Spam Deborah Nolan and Duncan Temple LangProcessing Robot and Sens...
| Otros Autores: | , |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
CRC Press
[2015]
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| Edición: | 1st edition |
| Colección: | Chapman & Hall/CRC the R series (CRC Press)
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628898906719 |
Tabla de Contenidos:
- Cover; Dedication; Contents; Preface; Acknowledgments; Authors; Co-Authors; Part I: Data Manipulation and Modeling; 1: Predicting Location via Indoor Positioning Systems; 2: Modeling Runners' Times in the Cherry Blossom Race; 3: Using Statistics to Identify Spam; 4: Processing Robot and Sensor Log Files: Seeking a Circular Target; 5: Strategies for Analyzing a 12-Gigabyte Data Set: Airline Flight Delays; Part II: Simulation Studies; 6: Pairs Trading; 7: Simulation Study of a Branching Process; 8: A Self-Organizing Dynamic System with a Phase Transition; 9: Simulating Blackjack
- Part III: Data and Web Technologies10: Baseball: Exploring Data in a Relational Database; 11: CIA Factbook Mashup; 12: Exploring Data Science Jobs with Web Scraping and Text Mining; Colophon
