Data science in practice. (2023)

• Record Type: Book
• Uniform Title: Data Science in der Praxis.
• Further Information: Note: Tom Alby.
• Authors: Alby, Tom
• Other Names: Alby, Tom translator.
• Contents: 1. Introduction 2. Machine Learning, Data Science and Artificial Intelligence 3. The Anatomy of a Data Science Project 4. Introduction to R 5. Exploratory Data Analysis 6. Forecasting 7. Clustering 8. Classification 9. Other use cases 10. Workflows and Tools 11. Ethical handling of data and algorithms 12. Next Steps after this book? 13. Appendix: Troubleshooting 14. Glossary
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2023
• Extent: 1 online resource (360 pages), illustrations (black and white, and colour)
• Subjects: 006.312; Data mining; Big data; Quantitative research -- Methodology; R (Computer program language)
• Languages: English
• ISBNs: 9781000955668
• 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.