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Technische Informationsbibliothek (TIB)14 Module
Data visualization with python
14 Einträge
Aktualisiert
Beschreibung und Lernergebnis
Mentoren
Gábor KismihókGKGábor Kismihók
Carolin EisentrautCECarolin Eisentraut

Beschreibung

Master the art of data visualization using Python and the powerful Matplotlib library. This learning path covers everything from basic plot creation, labels, legends, and colors to advanced techniques like bar charts, histograms, scatter plots, box plots, stack plots, pie charts, and even 3D visualizations. Learn to effectively communicate insights from your data through compelling visual representations.

Lernziele

Upon completing this learning path, students will be able to:

  • Understand the fundamentals of data visualization and its importance.

  • Install and utilize the Matplotlib library in Python for data plotting.

  • Create and customize various types of plots, including line plots, bar charts, histograms, scatter plots, box plots, stack plots, and pie charts.

  • Effectively add and format labels, legends, titles, and axes to enhance plot clarity.

  • Manage plot aesthetics using different colors and styles.

  • Generate and save single and multiple plots, including subplots and 3D visualizations.

  • Communicate data insights effectively through compelling visual representations.

Enthaltene Inhalte
Entdecke die Module, die in diesem Lernpfad enthalten sind.
1

Introduction and installation of matplotlib

Linkinhalt
2

Labels and legends with matplotlib

Videoinhalt
3

Bar charts with matplotlib

Videoinhalt
4

Saving plots with matplotlib

Videoinhalt
5

Axes in matplotlib

Videoinhalt
6

Colors in matplotlib

Videoinhalt
7

Histograms with matplotlib

Videoinhalt
8

Scatter plots with matplotlib

Videoinhalt
9

Box plots with matplotlib

Linkinhalt
10

Stack plots with matplotlib

Videoinhalt
11

Pie charts with matplotlib

Videoinhalt
12

Multiple plots with matplotlib

Videoinhalt
13

Subplots with matplotlib

Videoinhalt
14

3d plots with matplotlib

Videoinhalt
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