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Thinking in Pandas : How to Use the Python Data Analysis Library the Right Wa...

Description: Thinking in Pandas : How to Use the Python Data Analysis Library the Right Way, Paperback by Stepanek, Hannah, ISBN 148425838X, ISBN-13 9781484258385, Like New Used, Free shipping in the US

Understand and implement big data analysis solutions in pandas with an emphasis on performance. This book strengthens your intuition for working with pandas, the Python data analysis library, by exploring its underlying implementation and data structures.

Thinking in Pandas introduces the topic of big data and demonstrates concepts by looking at exciting and impactful projects that pandas helped to solve. From there, you will learn to assess your own projects by size and type to see if pandas is the appropriate library for your needs. Author Hannah Stepanek explains how to load and normalize data in pandas efficiently, and reviews some of the most commonly used loaders and several of their most powerful options. You will then learn how to access and transform data efficiently, what methods to avoid, and when to employ more advanced performance techniques. You will also go over basic data access and munging in pandas and the intuitive dictionary syntax. Choosing the right DataFrame format, working with multi-level DataFrames, and how pandas might be improved upon in the future are also covered.

By the end of th, you will have a solid understanding of how the pandas library works under the hood. Get ready to make confident decisions in your own projects by utilizing pandas—the right way.


What You Will Learn


Who This Book Is For
Software engineers with basic programming skills in Python keen on using pandas for a big data analysis project. Python software developers interested in big data.

Price: 40.47 USD

Location: Jessup, Maryland

End Time: 2024-12-02T22:26:31.000Z

Shipping Cost: 0 USD

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Thinking in Pandas : How to Use the Python Data Analysis Library the Right Wa...

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Return shipping will be paid by: Buyer

All returns accepted: Returns Accepted

Item must be returned within: 14 Days

Refund will be given as: Money Back

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Book Title: Thinking in Pandas : How to Use the Python Data Analysis Library

Number of Pages: Xi, 186 Pages

Publication Name: Thinking in Pandas : How to Use the Python Data Analysis Library the Right Way

Language: English

Publisher: Apress L. P.

Publication Year: 2020

Subject: Probability & Statistics / General, Intelligence (Ai) & Semantics, Programming / Open Source, Programming Languages / Python

Item Weight: 16 Oz

Type: Textbook

Subject Area: Mathematics, Computers

Author: Hannah Stepanek

Item Length: 9.3 in

Item Width: 6.1 in

Format: Trade Paperback

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