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Data Science and AI
Statistical Charts with seaborn
One week to charts that show relationships and distributions
A one-week classroom course on the seaborn tutorial: the plotting functions, the data structures seaborn accepts, visualising statistical relationships, distributions and categorical data, regression fits, multi-plot grids, figure aesthetics and colour palettes. This course prepares for no exam.
7Modules
IntermediateLevel
1 weekDuration
COURSE THUMBNAIL
What you will be able to do
Choose the right chart for a question
Plot relationships, distributions and categories
Compare groups in a grid of charts
Course outline
01
An introduction to seaborn; overview of plotting functions
02
Data structures accepted by seaborn
03
Visualizing statistical relationships
04
Visualizing distributions of data
05
Visualizing categorical data; estimation and error bars
06
Estimating regression fits; multi-plot grids
07
Controlling figure aesthetics; choosing colour palettes
Tools you will use
seabornpandasJupyter Notebook
What you need
Basic Python
Basic use of pandas
