Hands-On Data Science for Librarians: Chapman & Hall/CRC Data Science Series
Autor Sarah Lin, Dorris Scotten Limba Engleză Paperback – 9 mai 2023
Key Features:
- Only data science book available geared toward librarians that includes step-by-step code examples
- Examples include all library types (public, academic, special)
- Relevant datasets
- Accessible to non-technical professionals
- Focused on job skills and their applications
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (1) | 416.75 lei 3-5 săpt. | +15.39 lei 6-12 zile |
CRC Press – 9 mai 2023 | 416.75 lei 3-5 săpt. | +15.39 lei 6-12 zile |
Hardback (1) | 1041.04 lei 6-8 săpt. | |
CRC Press – 9 mai 2023 | 1041.04 lei 6-8 săpt. |
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Specificații
ISBN-13: 9781032080826
ISBN-10: 1032080825
Pagini: 200
Ilustrații: 1 Tables, color; 9 Line drawings, color; 33 Line drawings, black and white; 26 Halftones, color; 35 Illustrations, color; 33 Illustrations, black and white
Dimensiuni: 156 x 234 x 11 mm
Greutate: 0.3 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Data Science Series
ISBN-10: 1032080825
Pagini: 200
Ilustrații: 1 Tables, color; 9 Line drawings, color; 33 Line drawings, black and white; 26 Halftones, color; 35 Illustrations, color; 33 Illustrations, black and white
Dimensiuni: 156 x 234 x 11 mm
Greutate: 0.3 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Data Science Series
Public țintă
Academic and Professional Practice & DevelopmentCuprins
1. Introduction 2. Using RStudio’s IDE 3. Tidying data with dplyr 4. Visualizing your project with ggplot2 5. Webscraping with rvest 6. Mapping with tmap 7. Textual Analysis with tidytext 8. Creating Dynamic Documents with rmarkdown 9. Creating a flexdashboard 10. Creating an interactive dashboard with shiny 11. Using tidymodels to Understand Machine Learning 12. Conclusion Appendix A. Dependencies Appendix B. Additional Skills
Notă biografică
Sarah Lin is the Senior Information & Content Architect at MongoDB.
Dorris Scott, PhD is the Academic Director of Data Studies at Washington University in St. Louis.
Dorris Scott, PhD is the Academic Director of Data Studies at Washington University in St. Louis.
Recenzii
"Overall, the appearance will offer librarians fresh and thrilling perspectives within their field, leading to novel avenues of exploration and deepening one’s grasp of library sciences. Additionally, it will shed light on how data science can infuse libraries with added significance and allure."
Firdous Ahmad Mala, Cluster University Srinagar, India, Technometrics, May 2024.
Firdous Ahmad Mala, Cluster University Srinagar, India, Technometrics, May 2024.
Descriere
This book will focus on teaching R through relevant examples and skills that librarians need in their day-to-day lives that includes visualizations but goes much further to include web scraping, working with maps, creating interactive reports, machine learning, and others.