Ashwin Pajankar
Hands-on Matplotlib: Learn Plotting and Visualizations with Python 3
Hands-on Matplotlib: Learn Plotting and Visualizations with Python 3
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Excellent- More about Hands-on Matplotlib: Learn Plotting and Visualizations with Python 3
This book provides a comprehensive guide to learning Python 3, NumPy, Matplotlib, and Pandas for data visualization. It covers topics such as creating plots, working with arrays, styling plots, and visualizing images and audio. It is suitable for data scientists, machine learning engineers, and software professionals with basic programming skills.
Format: Paperback / softback
Length: 299 pages
Publication date: 28 November 2021
Publisher: APress
This comprehensive book delves into the core aspects of NumPy, Matplotlib, and Pandas, empowering you to write programs with Python 3. It emphasizes various data visualization techniques and equips you with expert-level knowledge of working with Matplotlib, a MATLAB-style plotting library for Python.
Beginning with an introduction to Python 3 and the scientific Python ecosystem, you will explore NumPy and ndarray data structures, creation routines, and data visualization. Useful concepts related to style sheets, legends, and layouts will be examined, followed by line, bar, and scatter plots. Chapters will then cover recipes for histograms, contours, streamplots, and heatmaps, as well as how to visualize images and audio with pie and polar charts.
Moving forward, you will learn how to visualize with pcolor, pcolormesh, and colorbar, and how to visualize in 3D in Matplotlib, create simple animations, and embed Matplotlib with different frameworks. The concluding chapters will cover how to visualize data with Pandas and Matplotlib, Seaborn, and how to work with real-life data and visualize it.
By the end of "Hands-on Matplotlib," you will be proficient with Matplotlib and able to comfortably work with ndarrays in NumPy and data frames in Pandas. Whether you are a data scientist, machine learning engineer, or software professional with basic programming skills, this book is your gateway to unlocking the power of data visualization and Python programming.
Weight: 610g
Dimension: 254 x 178 (mm)
ISBN-13: 9781484274095
Edition number: 1st ed.
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