After doing these courses, I feel confident creating professional visualizations and dashboards
Shoebur RahmanProcurement Specialist, Giz Bangladesh
Course Description
Do you want to make beautiful, informative visualizations with ease? If so, then you must learn seaborn! Seaborn is a visualization library that is an essential part of the python data science toolkit. In this course, you will learn how to use seaborn's sophisticated visualization tools to analyze multiple real world datasets including the American Housing Survey, college tuition data, and guests from the popular television series, The Daily Show. Following this course, you will be able to use seaborn functions to visualize your data in several different formats and customize seaborn plots for your unique needs.
Prerequisites
Curriculum
Course outline
1
Seaborn Introduction
Introduction to the Seaborn library and where it fits in the Python visualization landscape.
- Introduction to Seaborn50 XP
- Seaborn foundation50 XP
- Reading a csv file100 XP
- Comparing a histogram and displot100 XP
- Using the distribution plot50 XP
- Plot a histogram100 XP
- Rug plot and kde shading100 XP
- Interpreting the results50 XP
- Regression Plots in Seaborn50 XP
- Create a regression plot100 XP
- Plotting multiple variables100 XP
- Facetting multiple regressions100 XP
2
Customizing Seaborn Plots
Overview of functions for customizing the display of Seaborn plots.
3
Additional Plot Types
Overview of more complex plot types included in Seaborn.
4
Creating Plots on Data Aware Grids
Using Seaborn to draw multiple plots in a single figure.
Intermediate Data Visualization with Seaborn
Course
Complete
