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Python Data Analytics: With Pandas, NumPy, and Matplotlib 2nd ed. Edition
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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.
What You'll Learn
- 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
Experienced Python developers who need to learn about Pythonic tools for data analysis
- ISBN-101484239121
- ISBN-13978-1484239124
- Edition2nd ed.
- PublisherApress
- Publication dateSeptember 28, 2018
- LanguageEnglish
- Dimensions7.01 x 1.34 x 10 inches
- Print length588 pages
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From the Back Cover
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.
About the Author
Product details
- Publisher : Apress; 2nd ed. edition (September 28, 2018)
- Language : English
- Paperback : 588 pages
- ISBN-10 : 1484239121
- ISBN-13 : 978-1484239124
- Item Weight : 2.24 pounds
- Dimensions : 7.01 x 1.34 x 10 inches
- Best Sellers Rank: #651,831 in Books (See Top 100 in Books)
- #311 in Data Mining (Books)
- #713 in Python Programming
- #868 in Artificial Intelligence & Semantics
- Customer Reviews:
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The author does a good job of walking you through numpy arrays, pandas, the basics of matplotlib, image analysis, and machine-learning with scikit-learn. He uses engaging mini-projects to help cement what is being learned. I especially like the fact that he is Italian and uses examples derived from Italy, such as the weather in the Po Valley.
I have tried other intro books to data science, like Python Data Science for Dummies, but this book is head and shoulders above them. It will not only move you up the learning curve quickly, it will take the fear out of a daunting subject, and inspire you to start a weekend project of your own. This is the first APRESS book I have purchased but I will pay more attention to them in the future based on this example. If you are just getting into data analysis--or are just thinking about getting into it--this is a good place to start.
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I found the presentation, layout and text/ editing of this book to be difficult to read and understand.
