Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython, 2nd Edition

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9789352136414
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    All Indian Reprints of O'Reilly are printed in Grayscale

    Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process.Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It's ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub.

    Use the IPython shell and Jupyter notebook for exploratory computingLearn basic and advanced features in NumPy (Numerical Python)Get started with data analysis tools in the pandas libraryUse flexible tools to load, clean, transform, merge, and reshape dataCreate informative visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsAnalyze and manipulate regular and irregular time series dataLearn how to solve real-world data analysis problems with thorough, detailed examples

    About the Author

    Wes McKinney is a New York−based software developer and entrepreneur. After finishing his undergraduate degree in mathematics at MIT in 2007, he went on to do quantitative finance work at AQR Capital Management in Greenwich, CT. Frustrated by cumbersome data analysis tools, he learned Python and started building what would later become the pandas project. He's now an active member of the Python data community and is an advocate for the use of Python in data analysis, finance, and statistical computing applications.

    Wes was later the co-founder and CEO of DataPad, whose technology assets and team were acquired by Cloudera in 2014. He has since become involved in big data technology, joining the Project Management Committees for the Apache Arrow and Apache Parquet projects in the Apache Software Foundation. In 2016, he joined Two Sigma Investments in New York City, where he continues working to make data analysis faster and easier through open source software.

     

    Books
    Author
    William McKinney
    Binding
    Paperback
    Condition Type
    New
    Country Origin
    India
    Edition
    Second
    Gift Wrap
    N
    Lead time to ship in days (if not in stock)
    15-20
    Leadtime to ship in days (default)
    ships in 1-2 days
    Pages
    544
    Publication Date
    18/10/2017
    Publisher
    Shroff/O'Reilly
    Year
    2017
    Dimensions
    Dimensions (W x H x D)
    22.86 X 17.78 X 2.52

    Table of Contents (9789352136414_toc.pdf, 292 Kb) [Download]

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