Python for Data Science: A Hands-On Introduction

Vasiliev, Yuli

ISBN 10: 1718502206 ISBN 13: 9781718502208

Editorial: No Starch Press, 2022

Idioma: Ingl�s

Nuevos Condici�n: New Encuadernaci�n de tapa blanda

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Detalles bibliogr�ficos

T�tulo

Python for Data Science: A Hands-On Introduction

Editor

No Starch Press

Fecha de publicaci�n

2022

Idioma

Ingl�s

ISBN 10

1718502206

ISBN 13

9781718502208

Encuadernaci�n

paperback

Estado

New

Cat�logos de vendedores

Other

Acerca de

Sinopsis

A hands-on, real-world introduction to data analysis with the Python programming language, loaded with wide-ranging examples.

Python is an ideal choice for accessing, manipulating, and gaining insights from data of all kinds. Python for Data Science introduces you to the Pythonic world of data analysis with a learn-by-doing approach rooted in practical examples and hands-on activities. You’ll learn how to write Python code to obtain, transform, and analyze data, practicing state-of-the-art data processing techniques for use cases in business management, marketing, and decision support.

You will discover Python’s rich set of built-in data structures for basic operations, as well as its robust ecosystem of open-source libraries for data science, including NumPy, pandas, scikit-learn, matplotlib, and more. Examples show how to load data in various formats, how to streamline, group, and aggregate data sets, and how to create charts, maps, and other visualizations. Later chapters go in-depth with demonstrations of real-world data applications, including using location data to power a taxi service, market basket analysis to identify items commonly purchased together, and machine learning to predict stock prices.

Acerca del autor

Yuli Vasiliev is a programmer, freelance writer, and consultant, who has been working with databases for more than two decades. He specializes in open-source development, and is experienced in building data structures and models, as well as designing and implementing database backends for various applications using Oracle technologies, MySQL, and natural language processing. Vasiliev is the author of Natural Language Processing with spaCy (No Starch Press.

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