Ulrich (Assistant Professor of Economics at Uni of St. G Matter
Big Data Analytics: A Guide to Data Science Practitioners Making the Transition to Big Data (Chapman & Hall/CRC Data Science Series)
- ISBN 13:
- 9781032458144
- author:
- Ulrich (Assistant Professor of Economics at Uni of St. G Matter
- format:
- Paperback
- publisher:
- Chapman & Hall/CRC
- language:
- English
- Publication Year:
- 2023
- Pages:
- 310
- Dimensions:
- 25.4 x 17.8 x 1.8 centimetres (0
- Genre:
- Computers, Server & Database, General Database,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Big Data Analytics: A Guide to Data Science Practitioners Making the Transition to Big Data By Ulrich Matter This book provides a comprehensive introduction to Big Data Analytics, helping data science practitioners navigate the transition to working with large, complex datasets. Building on familiar concepts from applied econometrics and business analytics, it covers the essential techniques for productively applying econometric and machine learning methods to big data. The book combines theoretical material with practical applications using R and SQL, providing readers with the skills to analyse large datasets both locally and in the cloud. With numerous code examples and tutorials based on real-world economic and business research, this resource is ideal for students and practitioners looking to gain insights from big data in various fields. Key features include freely available online R/SQL scripts, extensive use of real datasets, and guidance on addressing common bottlenecks in practical data analysis tasks.