Hands-on Matplotlib: Learn Plotting and Visualizations with Python 3 - Brossura

Pajankar, Ashwin

Brossura

ISBN 10: 1484274091 ISBN 13: 9781484274095

Casa editrice: Apress, 2021

Riassunto

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.&nbsp;<div><br><div>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.&nbsp;</div><div><br></div><div>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 <i>Hands-on Matplotlib</i> you'll be proficient with Matplotlib and able to comfortably work with ndarrays in NumPy and data frames in Pandas.&nbsp;</div><div><br></div><div><b>What You'll Learn</b></div><div><div><ul><li><div>Understand Data Visualization and Python using Matplotlib</div></li><li><div>Review the fundamental data structures in NumPy and Pandas&nbsp;</div></li><li><div>Work with 3D plotting, visualizations, and animations</div></li><li><div>Visualize images and audio data</div></li></ul><div><b>Who This Book Is For</b></div><div><b><br></b></div><div>Data scientists, machine learning engineers and software professionals&nbsp;with basic programming skills.<br></div></div></div><div><br><br></div></div>

Su questo libro

Informazioni sull?autore

Ashwin Pajankar holds a Master of Technology from IIIT Hyderabad, and has over 25 years of programming experience. He started his journey in programming and electronics with BASIC programming language and is now proficient in Assembly programming, C, C++, Java, Shell Scripting, and Python. Other technical experience includes single board computers such as Raspberry Pi and Banana Pro, and Arduino.&nbsp;<div><br></div>

Dalla quarta di copertina

<div><div><div>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.&nbsp;<div><br><div>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.&nbsp;</div><div><br></div><div>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&nbsp;<i>Hands-on Matplotlib</i>&nbsp;you'll be proficient with Matplotlib and able to comfortably work with ndarrays in NumPy and data frames in Pandas.&nbsp;</div><div><br></div><div>You will:</div><div><ul><li>Understand Data Visualization and Python using Matplotlib</li><li>Review the fundamental data structures in NumPy and Pandas&nbsp;</li><li>Work with 3D plotting, visualizations, and animations</li><li>Visualize images and audio data</li></ul></div></div></div></div><div><br></div></div>

Dettagli dell'edizione

• Editore: Apress
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 1484274091
• ISBN 13: 9781484274095
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 320
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile