DuckDB: Up and Running: Fast Data Analytics and Reporting - Softcover

Lee, Wei-Meng

 
9781098159696: DuckDB: Up and Running: Fast Data Analytics and Reporting
Softcover
ISBN 10: 1098159691 ISBN 13: 9781098159696
Verlag: O'Reilly Media, 2024

Inhaltsangabe

DuckDB, an open source in-process database created for OLAP workloads, provides key advantages over more mainstream OLAP solutions: It's embeddable and optimized for analytics. It also integrates well with Python and is compatible with SQL, giving you the performance and flexibility of SQL right within your Python environment. This handy guide shows you how to get started with this versatile and powerful tool.

Author Wei-Meng Lee takes developers and data professionals through DuckDB's primary features and functions, best practices, and practical examples of how you can use DuckDB for a variety of data analytics tasks. You'll also dive into specific topics, including how to import data into DuckDB, work with tables, perform exploratory data analysis, visualize data, perform spatial analysis, and use DuckDB with JSON files, Polars, and JupySQL.

    Understand the purpose of DuckDB and its main functions
  • Conduct data analytics tasks using DuckDB
  • Integrate DuckDB with pandas, Polars, and JupySQL
  • Use DuckDB to query your data
  • Perform spatial analytics using DuckDB's spatial extension
  • Work with a diverse range of data including Parquet, CSV, and JSON

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Über die Autorin bzw. den Autor

Wei-Meng Lee is a technologist and founder of Developer Learning Solutions, a company that provides hands-on training on the latest technologies. He is an established developer and trainer, specializing in data science, blockchain, and mobile technologies. Wei-Meng speaks regularly at international conferences and has authored and co-authored numerous books on topics ranging from blockchain to machine learning. He currently writes a regular column for Medium and Code Magazine, with a focus on making complex technologies easy for beginners to understand.

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Verlag
O'Reilly Media
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
1098159691
ISBN 13 
9781098159696
Einband
Tapa blanda
Anzahl der Seiten
290
Kontakt zum Hersteller
O'Reilly
https://oreilly.com

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