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categories: Business & Professional Skills

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Data Visualization

Duration: 3 h 8 m / 31 lessons

Level: General

Course Language: Arabic

By the end of this course, you will be able to

  • By the end of this level, you will be able to: - Understand the importance of data visualization in storytelling.

  • Demonstrate the usefulness of different types of data visualization including stem and leaf charts, histograms, box charts, time series charts, and scatter plots.

  • Examine how to use Python to use the above data visualization types and use Google Charts and Tableau to design visually appealing data visualizations.

Course details

  • 3 h 8 m/31 lessons
  • Last updated: 27/11/2022
  • Course completion certificate

Course Content

Free lessons

1.

Introduction to Data Visualization

6 Minutes
2.

Storytelling (P.1)

10 Minutes
3.

Storytelling (P.2)

10 Minutes
4.

Storytelling (P.3)

7 Minutes
1.

Introduction to Data Visualization

6 Minutes
2.

Storytelling (P.1)

10 Minutes
3.

Storytelling (P.2)

10 Minutes
4.

Storytelling (P.3)

7 Minutes
5.

Data Visualization Effect

7 Minutes
6.

The Power of Data Visualization

11 Minutes
7.

Stem-and-Leaf-Diagrams

8 Minutes
8.

Examples of Stem-and-Leaf-Diagrams

10 Minutes
9.

Histogram 1

8 Minutes
10.

Histogram 2

11 Minutes
11.

Box Plots 1

5 Minutes
12.

Box Plots 2

3 Minutes
13.

Box Plots 3

2 Minutes
14.

Box Plots 4

5 Minutes
15.

Significance of Outliers in the Box Plots

4 Minutes
16.

Time Series Charts 1

5 Minutes
17.

Time Series Charts 2

5 Minutes
18.

Scatter Diagram

4 Minutes
19.

Important Notes for Data Visualization

5 Minutes
20.

Tools for Use in Data Visualization 1

2 Minutes
21.

Tools for Use in Data Visualization 2

4 Minutes
22.

Matplotlib Tool 1

4 Minutes
23.

Matplotlib Tool 2

5 Minutes
24.

Matplotlib Tool 3

5 Minutes
25.

Python Seaborn Tool 1

2 Minutes
26.

Python Seaborn Tool 2

5 Minutes
27.

Python Seaborn Tool 3

5 Minutes
28.

Introduction to Tableau 1

5 Minutes
29.

Introduction to Tableau 2

4 Minutes
30.

Introduction to Tableau 3

3 Minutes
31.

The Required Project

2 Minutes

About this course

This level demonstrates the importance of data visualization as an essential tool for data scientists. It describes different types of data visualization and how they are used in storytelling. It also provides hands-on training in the use of data visualization tools including the Python libraries, Google Charts and Tableau.

Course requirements and prerequisites

Graduate of any university (Engineering is not mandatory)

Knowledge of Linear algebra is a big plus

Previous programming experience of any language is a big plus

Mentor

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