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The Complete Python Data Visualization Course

Created by Zenva, Last Updated 07-Oct-2020, Language:English

The Complete Python Data Visualization Course

Master the major plotting libraries Matplotlib, Seaborn, and Bokeh, and use them to create beautiful plots.

Created by Zenva, Last Updated 07-Oct-2020, Language:English

Requirements

  • Basic to intermediate Python skills

Description

Plotting is a fundamental aspect of data science – it allows you to visually communicate your findings and insights.

This course will teach you everything that you need to know about plotting with Python 3, using three of the major plotting libraries: Matplotlib, Seaborn, and Bokeh. All of these libraries provide sleek APIs that consume your data, before presenting a plot that’s completely customizable. You will learn how to display beautiful charts and plots in each of these libraries, as well as the different advantages each library has in displaying different types of data. The development environment installation using Anaconda is covered in this course.

Types of plots covered in this course include:

  • Column charts
  • Pie charts
    Line and Multi-Line charts
  • Scatter Plots
  • Joint Plots


…and more!

Course Content

  • Introduction

    22 Lectures 02:46:03

    • Introduction

      Preview
      00:02:38

    • Source Files

    • Column Chart

      Preview
      00:14:04

    • Chart Annotations

      Preview
      00:06:53

    • Bar Charts

      00:09:45

    • Line Charts

      00:09:53

    • Multiline Charts

      00:07:17

    • Scatter Plots

      00:11:07

    • Multiple Plots in One Figure

      00:13:06

    • Seaborn Column and Bar Charts

      00:11:45

    • Seaborn Line Plots

      00:06:24

    • Seaborn Scatter Plots and Multiple Plots

      00:09:34

    • Seaborn Joint Plots

      00:09:08

    • Bokeh Column Chart

      00:09:44

    • Bokeh Bar Chart

      00:06:20

    • Bokeh Hover over Tooltips

      00:05:37

    • Bokeh Multiline Plots

      00:06:35

    • Bokeh Interactive Legends

      00:02:26

    • Bokeh Scatter Plots

      00:08:28

    • Bokeh Multiple Plots

      00:09:41

    • Bokeh Linked Panning

      00:03:55

    • Conclusion

      00:01:43

Zenva

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Trusted by 500,000+ learners and developers, Zenva provides world-class training on in-demand programming skills covering game development, machine learning, virtual reality and full-stack web development.

Our e-learning platform Zenva Academy is the leading place to upskill, learn and gain key tech skills for the innovation economy.

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