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Seaborn Python Tutorial

via YouTube

Overview

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This course aims to teach beginners how to effectively use Seaborn for data visualization. By the end of the course, learners will be able to generate scatter plots, create various styles of line charts, display relationships between variables with multiple plots, and analyze univariate and bivariate distributions using different Seaborn tools. The course covers topics such as categorical scatter plots, box plots, violin plots, linear regression, different regression models, and working with Facetgrid. The teaching method primarily consists of video tutorials. This course is intended for individuals who are new to Seaborn and want to enhance their data visualization skills using this Python library.

Syllabus

Intro to seaborn | Features of seaborn | Seaborn video tutorial.
Seaborn basic examples | Seaborn video tutorial.
How to install Seaborn | Seaborn video tutorial.
How to generate scatter plots effectively using relplot | Seaborn video tutorial.
How to create Line charts with different styles | Seaborn video tutorial | Seaborn video tutorial.
How to display relationship between variables with multiple plots | Seaborn video tutorial.
Categorical scatter plots strip plots and swarm plots | Seaborn video tutorial.
categorical distribution plots box plots violin plots | Seaborn video tutorial.
categorical estimated plots | count bar plots | Seaborn video tutorial.
Multiple plots using call and row parameters | Seaborn video tutorial.
Different types of seaborn tools to analyze univarite distributions | Seaborn video tutorial.
Different types of seaborn tools to analyze bivarite distributions | Seaborn video tutorial.
Pairwise relationships in datasets and series visualizing the distribution of a dataset.
Pairwise relationships in datasets and series visualizing the distribution of a dataset.
How to implement Linear regression using seaborn | Seaborn video tutorial.
How to implement different types of regression models using seaborn | Seaborn video tutorial.
How to add the third variable in the regression line and how it influences other variables.
How to work with Facetgrid in seaborn | Seaborn video tutorial.
How to define custom function and using in map method of facet grid | Seaborn video tutorial.
Intro to pair grids in seaborn | Seaborn video tutorial.
How to work with seaborn figure Aesthetics | Seaborn video tutorial.
Seaborn color palettes | Seaborn video tutorial.

Taught by

DWBIADDA VIDEOS

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