Learning the pandas library matt harrison pdf free download - can
About the Book
Learning the Pandas Library
Learning the Pandas Library
Python Tools for Data Munging, Analysis, and Visualization
This book is 95% complete
Last updated on
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 Library is designed to bring developers and aspiring data scientists who are anxious to learn Pandas up to speed quickly. It covers the latest version of Pandas. 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.
About the Author
Matt Harrison has been using Python since
He runs MetaSnake, a Python and Data Science consultancy and corporate training shop. In the past, he has worked across the domains
of search, build management and testing, business intelligence and
storage.
He has presented and taught tutorials at conferences such as Strata, SciPy, SCALE,
PyCON and OSCON as well as local user conferences. The structure and
content of this book is based off of first hand experience teaching
Python to many individuals.
He blogs at www.cronistalascolonias.com.ar and occasionally tweets useful Python
related information at @__mharrison__.
Table of Contents
- &#;
- Introduction
- Installation
- Data Structures
- Series CRUD
- Series Indexing
- Series Methods
- Series Plotting
- Another Series Example
- DataFrames
- Data Frame Example
- Data Frame Methods
- Data Frame Statistics
- Grouping, Pivoting, and Reshaping
- Dealing With Missing Data
- Joining Data Frames
- Avalanche Analysis and Plotting
- Notes
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