Data science for water utilities : data as a source of value /: data as a source of value. (2023)
- Record Type:
- Book
- Title:
- Data science for water utilities : data as a source of value /: data as a source of value. (2023)
- Main Title:
- Data science for water utilities : data as a source of value
- Further Information:
- Note: Peter Prevos.
- Authors:
- Prevos, Peter
- Contents:
- 1. Introduction to Data Science 2. Basics of the R Language 3. Loading and Exploring Data 4. Descriptive Statistics 5. Visualising Data with ggplot2 6. Sharing Results 7. Managing Dirty Data 8. Analysing the Customer Experience 9. Basic Linear Regression 10. Clustering Customers to Define Segments 11. Working with Dates and Times 12. Detecting Outliers and Anomalies 13. Introduction to Machine Learning
- Edition:
- 1st
- Publisher Details:
- Boca Raton : Chapman & Hall/CRC
- Publication Date:
- 2023
- Extent:
- 1 online resource (184 pages), illustrations (black and white)
- Subjects:
- 363.610285
Water utilities -- Data processing - Languages:
- English
- ISBNs:
- 9781000856613
9781000856477 - Related ISBNs:
- 9781032354552
9781032354545 - Notes:
- 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.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.772861
- Ingest File:
- 19_019.xml