Data science : a first introduction /: a first introduction. (2022)

• Record Type: Book
• Further Information: Note: Tiffany-Anne Timbers, Trevor Campbell, Melissa Lee.
• Authors: Timbers, Tiffany-Anne; (Professor of statistics), Campbell, Trevor; (Statistics educator), Lee, Melissa
• Contents: Preface Acknowledgements About the Authors Chapter 1 R and the tidyverse Chapter 2 Reading in data locally and from the web Chapter 3 Cleaning and wrangling data Chapter 4 Effective data visualization Chapter 5 Classification I: training & predicting Chapter 6 Classification II: evaluation & tuning Chapter 7 Regression I: K-nearest neighbors Chapter 8 Regression II: linear regression Chapter 9 Clustering Chapter 10 Statistical inference Chapter 11 Combining code and text with Jupyter Chapter 12 Collaboration with version control Chapter 13 Setting up your computer Bibliography Index
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2022
• Extent: 1 online resource, illustrations (colour)
• Subjects: 519.50285; Mathematical statistics -- Data processing; R (Computer program language); Quantitative research -- Data processing; Information visualization -- Data processing
• Languages: English
• ISBNs: 9781000579642; 9781000579628; 9781003080978
• Related ISBNs: 9780367532178; 9780367524685
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.