Hands-on Matplotlib: learn 3D plotting, visualizations, and animations with Python 3
Learn the core aspects of NumPy, Matplotlib, and Pandas, and use them to write programs with Python 3. This book focuses heavily on various data visualization techniques and will help you acquire expert-level knowledge of working with Matplotlib, a MATLAB-style plotting library for Python programmin...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
[California]
Apress
[2022]
|
| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781484274101/?ar |
| Summary: | Learn the core aspects of NumPy, Matplotlib, and Pandas, and use them to write programs with Python 3. This book focuses heavily on various data visualization techniques and will help you acquire expert-level knowledge of working with Matplotlib, a MATLAB-style plotting library for Python programming language that provides an object-oriented API for embedding plots into applications. You'll begin with an introduction to Python 3 and the scientific Python ecosystem. Next, you'll explore NumPy and ndarray data structures, creation routines, and data visualization. You'll examine useful concepts related to style sheets, legends, and layouts, followed by line, bar, and scatter plots. Chapters then cover recipes of histograms, contours, streamplots, and heatmaps, and how to visualize images and audio with pie and polar charts. Moving forward, you'll 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 cover how to visualize data with Pandas and Matplotlib, Seaborn, and how to work with the real-life data and visualize it. After reading Hands-on Matplotlib you'll be proficient with Matplotlib and able to comfortably work with ndarrays in NumPy and data frames in Pandas. What You'll Learn Understand Data Visualization and Python using Matplotlib Review the fundamental data structures in NumPy and Pandas Work with 3D plotting, visualizations, and animations Visualize images and audio data Who This Book Is For Data scientists, machine learning engineers and software professionals with basic programming skills. |
| Item Description: | Includes index. - Description based on online resource; title from digital title page (viewed on February 16, 2022) |
| Physical Description: | 1 Online-Ressource |
| ISBN: | 9781484274101 1484274105 |
Staff View
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| spelling | Pajankar, Ashwin VerfasserIn aut Hands-on Matplotlib learn 3D plotting, visualizations, and animations with Python 3 Ashwin Pajankar [California] Apress [2022] 1 Online-Ressource Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes index. - Description based on online resource; title from digital title page (viewed on February 16, 2022) Learn the core aspects of NumPy, Matplotlib, and Pandas, and use them to write programs with Python 3. This book focuses heavily on various data visualization techniques and will help you acquire expert-level knowledge of working with Matplotlib, a MATLAB-style plotting library for Python programming language that provides an object-oriented API for embedding plots into applications. You'll begin with an introduction to Python 3 and the scientific Python ecosystem. Next, you'll explore NumPy and ndarray data structures, creation routines, and data visualization. You'll examine useful concepts related to style sheets, legends, and layouts, followed by line, bar, and scatter plots. Chapters then cover recipes of histograms, contours, streamplots, and heatmaps, and how to visualize images and audio with pie and polar charts. Moving forward, you'll 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 cover how to visualize data with Pandas and Matplotlib, Seaborn, and how to work with the real-life data and visualize it. After reading Hands-on Matplotlib you'll be proficient with Matplotlib and able to comfortably work with ndarrays in NumPy and data frames in Pandas. What You'll Learn Understand Data Visualization and Python using Matplotlib Review the fundamental data structures in NumPy and Pandas Work with 3D plotting, visualizations, and animations Visualize images and audio data Who This Book Is For Data scientists, machine learning engineers and software professionals with basic programming skills. Python (Computer program language) Information visualization Python (Langage de programmation) Visualisation de l'information 1484274091 Erscheint auch als Druck-Ausgabe 1484274091 |
| spellingShingle | Pajankar, Ashwin Hands-on Matplotlib learn 3D plotting, visualizations, and animations with Python 3 Python (Computer program language) Information visualization Python (Langage de programmation) Visualisation de l'information |
| title | Hands-on Matplotlib learn 3D plotting, visualizations, and animations with Python 3 |
| title_auth | Hands-on Matplotlib learn 3D plotting, visualizations, and animations with Python 3 |
| title_exact_search | Hands-on Matplotlib learn 3D plotting, visualizations, and animations with Python 3 |
| title_full | Hands-on Matplotlib learn 3D plotting, visualizations, and animations with Python 3 Ashwin Pajankar |
| title_fullStr | Hands-on Matplotlib learn 3D plotting, visualizations, and animations with Python 3 Ashwin Pajankar |
| title_full_unstemmed | Hands-on Matplotlib learn 3D plotting, visualizations, and animations with Python 3 Ashwin Pajankar |
| title_short | Hands-on Matplotlib |
| title_sort | hands on matplotlib learn 3d plotting visualizations and animations with python 3 |
| title_sub | learn 3D plotting, visualizations, and animations with Python 3 |
| topic | Python (Computer program language) Information visualization Python (Langage de programmation) Visualisation de l'information |
| topic_facet | Python (Computer program language) Information visualization Python (Langage de programmation) Visualisation de l'information |
| work_keys_str_mv | AT pajankarashwin handsonmatplotliblearn3dplottingvisualizationsandanimationswithpython3 |