Learning the Pandas Library: Python Tools for Data Munging, Analysis, and Visual
Matt Harrison, Michael Prentiss
Python is one of the top 3 tools that Data Scientists use.One of the tools in their arsenal is the Pandas library.This tool is popular because it gives you so much functionality out of the box.In addition, you can use all the power of Python to make the hard stuff easy!
Learning the Pandas Libraryis designed to bring developers and aspiring data scientists who are anxious to learn Pandas up to speed quickly. It starts with the fundamentals of the data structures. Then, it covers the essential functionality. It includes many examples, graphics, code samples, and plots from real world examples.
The Content Covers:
Installation Data Structures Series CRUD Series Indexing Series Methods Series Plotting Series Examples DataFrame Methods DataFrame Statistics Grouping, Pivoting, and Reshaping Dealing with Missing Data Joining DataFrames DataFrame ExamplesPreliminary ReviewsThis is anexcellent introduction benefitting from clear writing and simple examples. The pandas documentation itself is large and sometimes assumes too much knowledge, in my opinion. Learning the Pandas Library bridges this gap for new users and even for those with some pandas experience such as me.
-Garry C.
I have finished readingLearning the Pandas Libraryand I liked it... very useful and helpful tips even for people who use pandas regularly.
-Tom Z.
Learning the Pandas Libraryis designed to bring developers and aspiring data scientists who are anxious to learn Pandas up to speed quickly. It starts with the fundamentals of the data structures. Then, it covers the essential functionality. It includes many examples, graphics, code samples, and plots from real world examples.
The Content Covers:
Installation Data Structures Series CRUD Series Indexing Series Methods Series Plotting Series Examples DataFrame Methods DataFrame Statistics Grouping, Pivoting, and Reshaping Dealing with Missing Data Joining DataFrames DataFrame ExamplesPreliminary ReviewsThis is anexcellent introduction benefitting from clear writing and simple examples. The pandas documentation itself is large and sometimes assumes too much knowledge, in my opinion. Learning the Pandas Library bridges this gap for new users and even for those with some pandas experience such as me.
-Garry C.
I have finished readingLearning the Pandas Libraryand I liked it... very useful and helpful tips even for people who use pandas regularly.
-Tom Z.
Categories:
Computers\\Programming
Year:
2020
Edition:
Paperback
Publisher:
Createspace Independent Publishing Platform
Language:
english
Pages:
212 / 208
ISBN 13:
9781533598240
ISBN:
153359824X
File:
PDF, 6.98 MB
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