Data Visualization Basics with Python Training Video [2016, ENG] torrent

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Data Visualization Basics with Python Training Video

Год выпуска: 01/2016
Производитель: O'Reilly Media / Infinite Skills
Сайт производителя: oreilly.com, infiniteskills.com/training/data-visualization-basics-with-python.html
Автор: Randy Olson
Продолжительность: 1:00
Тип раздаваемого материала: Видеоклипы
Язык: Английский
Описание: In this Data Visualization Basics with Python training course, expert author Randy Olson will teach you how to create effective data visualizations in Python. This course is designed for users that already have some experience with programming in Python.
You will start by learning about the basics of data visualization, including types of charts, common pitfalls and good practices in data visualization, and data sources. Finally, Randy will teach you about matplotlib, including how to use matplotlib in the Jupyter Notebook, matplotlib styles, and subplots and small multiples.
Once you have completed this computer based training course, you will have learned a number of tips, tricks, and best practices for creating effecting data visualizations in Python. Working files are included, allowing you to follow along with the author throughout the lessons.
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01. Introduction
0101 About The Course And What To Expect
0102 About The Author
0103 How To Access Your Working Files

02. The Basics Of Data Visualization
0201 Storytelling - What Story Do You Want To Tell?
0202 Types Of Charts - Their Purposes And How To Choose The Right One
0203 Choosing The Right Colors
0204 Common Pitfalls In Data Visualization
0205 Good Practices In Data Visualization
0206 Reproducibility In Data Visualization
0207 Data Sources

03. Data Vis In Python - matplotlib
0301 The Programmatic Visualization Framework
0302 Using matplotlib In The Jupyter Notebook
0303 matplotlib Styles
0304 Making Basics Plots - Lines, Bars, Pies And Scatterplots
0305 Plotting Distributions - Histograms And Box Plots
0306 Subplots And Small Multiples

04. Conclusion
0401 Wrap Up
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Файлы примеров: присутствуют
Формат видео: MP4
Видео: AVC, 1280x720, 16:9, 15fps, 334kbps
Аудио: AAC, 48kHz, 125kbps, stereo
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