Introduction to Data Science with Python: Basics of Numpy and Pandas - Softcover

Smart, Mark

 
9781731036841: Introduction to Data Science with Python: Basics of Numpy and Pandas
Softcover
ISBN 10: 1731036841 ISBN 13: 9781731036841
Verlag: Independently published, 2018

Inhaltsangabe

This book is a guide for you on how to use Pandas and Numpy in Python programming language for data analysis. The author begins by helping you familiarize yourself with the basics of data science, Numpy and Pandas. You are guided on how to work with Numpy arrays and how to manipulate them. The various operations that you can perform on your data via the Pandas library have been discussed. You will also know how to create various data structures in Pandas for data storage. Data from the environment is dirty. The process of cleaning such data has been discussed. This involves handling outliers, missing values etc. The author guides you on how to work with data in various types of storage formats. Examples include MS Excel, CSV files, JSON, etc. You are also guided on how to calculate various measures for your data. The process of visualizing data has been explored in detail.

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Verlag
Independently published
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
1731036841
ISBN 13 
9781731036841
Einband
Taschenbuch
Anzahl der Seiten
100
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Verantwortliche Person
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