Python Data Analytics, 2nd Edition

With Pandas, NumPy, and Matplotlib



Bookstore > Books > Python Data Analytics, 2nd Edition

Price$30.41 - $34.99
Rating
AuthorFabio Nelli
PublisherApress
Published2018
Pages569
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101484239121
ISBN-139781484239124
EBook Hardcover Paperback

Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You'll review scientific computing with NumPy, visualization with matplotlib, and machine learning with scikit-learn.

This revision is fully updated with new content on social media data analysis, image analysis with OpenCV, and deep learning libraries. Each chapter includes multiple examples demonstrating how to work with each library. At its heart lies the coverage of pandas, for high-performance, easy-to-use data structures and tools for data manipulation.

Author Fabio Nelli expertly demonstrates using Python for data processing, management, and information retrieval. Later chapters apply what you've learned to handwriting recognition and extending graphical capabilities with the JavaScript D3 library. Whether you are dealing with sales data, investment data, medical data, web page usage, or other data sets, Python Data Analytics, Second Edition is an invaluable reference with its examples of storing, accessing, and analyzing data.

Understand the core concepts of data analysis and the Python ecosystem; Go in depth with pandas for reading, writing, and processing data; Use tools and techniques for data visualization and image analysis; Examine popular deep learning libraries Keras, Theano, TensorFlow, and PyTorch.


  1. (5 books)



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