DuckDB is an open source in-process database created for OLAP workloads. It provides key advantages that separate this database from more mainstream OLAP solutions, including embeddability, compatibility with SQL, optimization for fast and efficient analytics, and integration with Python. This practical book shows you how DuckDB leverages Python libraries and tools for data analytics, machine learning, and AI.
Author Wei-Meng Lee shows developers, data engineers, data analysts, and data scientists how to get started. You'll learn the primary features and functions of DuckDB, explore use cases and best practices, and examine practical examples of how DuckDB can be used 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 DuckDB data, perform spatial analysis, and use DuckDB with JSON files, Polars, and JupySQL.
You'll also explore:
The purpose of DuckDB and its main functions
How to conduct data analytics tasks using DuckDB
Methods for integrating DuckDB with pandas, Polars, and JupySQL
How to use DuckDB to query your data
Ways to perform spatial analytics using DuckDB's spatial extension
How to work with a diverse range of data including Parquet, CSV, and JSON
Wei-Meng Lee is a technologist and founder of Developer Learning Solutions, a company that provides hands-on training on the latest technologies.
Sprache
Verlagsort
Zielgruppe
Maße
Höhe: 231 mm
Breite: 175 mm
Dicke: 19 mm
Gewicht
ISBN-13
978-1-0981-5969-6 (9781098159696)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Klassifikation
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.
