Basics of Data Visualization Analysis

Offered By: LinkedIn Learning

Tags

Data Analysis Courses Data Visualization Courses Histograms Courses Box Plots Courses Bar Graphs Courses

Course Description

Overview

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Learn the fundamentals of data visualization, including how to use common charts and graphs across a variety of different types of datasets.

Syllabus

Introduction

The value of visual analysis

1. Basics of Analysis

Types of data
Basic graph elements
Univariate, bivariate, and multivariate analysis

2. Distributional Analysis with Continuous Data

Histograms
Density plots
Strip plots
Box plots

3. Distributional Analysis with Discrete Data

Bar graphs and dot plots
Pie charts
Radar plots

4. Visualizing Multiple Distributions

Multiple histogram and density plots
Multiple box and violin plots
Multiple bar graphs and dot plots
Multiple pie and radar plots

5. Visualizing Relationships

Scatter plots
Lines of best fit
Line plots
Table plots

6. Visualizing Multi-Dimensional Relationships

Matrix scatter and trellis plots
Bubble plots
Contour plots

Conclusion

Time to visualize

Taught by

Madecraft and Franz Buscha

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