Femi Anthony Mastering Pandas

ISBN 13: 9781783981960

Mastering Pandas

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9781783981960: Mastering Pandas
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Master the features and capabilities of pandas, a data analysis toolkit for Python

About This Book

  • Master and optimally utilize the capabilities of Pandas for data analysis using IPython a rich interactive environment for Python
  • Understand data visualization by plotting data with matplotlib
  • Learn predictive analytics and machine learning using pandas and scikit-learn in a pragmatic manner

Who This Book Is For

This book is intended for Python programmers, mathematicians, and analysts who already have a basic understanding of Python and wish to learn about its data analysis capabilities in depth.

What You Will Learn

  • Download, install, and set up Python, pandas, and related tools to perform data analysis for different operating environments
  • Practice using IPython as an interactive environment for doing data analysis using pandas
  • Master the core features of pandas used in data analysis
  • Get to grips with the more advanced features of pandas
  • Understand the basics of using matplotlib to plot data analysis results
  • Analyze real-world datasets using pandas
  • Acquire knowledge of using pandas for basic statistical analysis

In Detail

Python is a ground breaking language for its simplicity and succinctness, allowing the user to achieve a great deal with a few lines of code, especially compared to other programming languages. The pandas brings these features of Python into the data analysis realm, by providing expressiveness, simplicity, and powerful capabilities for the task of data analysis. By mastering pandas, users will be able to do complex data analysis in a short period of time, as well as illustrate their findings using the rich visualization capabilities of related tools such as IPython and matplotlib.

This book is an in-depth guide to the use of pandas for data analysis, for either the seasoned data analysis practitioner or the novice user. It provides a basic introduction to the pandas framework, and takes users through the installation of the library and the IPython interactive environment. Thereafter, you will learn basic as well as advanced features, such as MultiIndexing, modifying data structures, and sampling data, which provide powerful capabilities for data analysis.

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About the Author:

Femi Anthony

Femi Anthony is a seasoned and knowledgeable software programmer, with over 15 years experience in a vast array of languages, including Perl, C, C++, Java, and Python. He has worked in both the Internet space and financial services space for many years and is now working for a well-known financial data company. He holds a bachelor's degree in mathematics with computer science from MIT and a master's degree from the University of Pennsylvania. His pet interests include data science, machine learning, and Python. Femi is working on a few side projects in these areas. His hobbies include reading, soccer, and road cycling. You can follow him at @dataphanatik, and for any queries, contact him at femibyte@gmail.com.

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Book Description Packt Publishing - ebooks Account. Paperback. Condition: New. 352 pages. Dimensions: 9.2in. x 7.5in. x 0.8in.Master the features and capabilities of pandas, a data analysis toolkit for Python About This BookMaster and optimally utilize the capabilities of Pandas for data analysis using IPython a rich interactive environment for PythonUnderstand data visualization by plotting data with matplotlibLearn predictive analytics and machine learning using pandas and scikit-learn in a pragmatic mannerWho This Book Is ForThis book is intended for Python programmers, mathematicians, and analysts who already have a basic understanding of Python and wish to learn about its data analysis capabilities in depth. In Detail Python is a ground breaking language for its simplicity and succinctness, allowing the user to achieve a great deal with a few lines of code, especially compared to other programming languages. The pandas brings these features of Python into the data analysis realm, by providing expressiveness, simplicity, and powerful capabilities for the task of data analysis. By mastering pandas, users will be able to do complex data analysis in a short period of time, as well as illustrate their findings using the rich visualization capabilities of related tools such as IPython and matplotlib. This book is an in-depth guide to the use of pandas for data analysis, for either the seasoned data analysis practitioner or the novice user. It provides a basic introduction to the pandas framework, and takes users through the installation of the library and the IPython interactive environment. Thereafter, you will learn basic as well as advanced features, such as MultiIndexing, modifying data structures, and sampling data, which provide powerful capabilities for data analysis. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. Seller Inventory # 9781783981960

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