[ FreeCourseWeb.com ] Python Library Series: The Definitive Guide to Seaborn
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Video: .MP4, 916x514 30 fps | Audio: AAC, 44.1 kHz, 2ch | Duration: 59m
Genre: eLearning | Language: English | Size: 446 MB
Dhiraj, a data scientist and machine learning evangelist, continues his teaching of Python libraries by explaining through both lecture and practice the Seaborn library.
In this course, become adept with the Seaborn library through these 12 topics:
Introducing Seaborn. Become familiar with this powerful plotting and data visualization library during this first topic in the Python Library series. Seaborn is based on Matplotlib. Seaborn can be used to create scatter plots between two variables. Seaborn provides precise control over Matplotlib styling with the help of built-in themes. Get an introduction into how Seaborn can create scatter plots, box plots, violin plots, and swarm plots.
Seaborn versus Matplotlib. Know how Seaborn compares with Matplotlib during this second topic in the Python Library series. Matplotlib creates data visualization using Python and uses Pandas. In addition Matplotlib has stateful APIs whereas Seaborn is stateless.
Scatterplots using Matplotlib. Practice creating scatterplots using Matplotlib during this third topic in the Python Library series. During this session you will also install Matplotlib and get it up and running.
Scatterplots using Seaborn. Practice creating scatterplots using Seaborn during this fourth topic in the Python Library series. During this session you will also install Seaborn and get it up and running.
Lmplots using Seaborn. Practice creating lmplots using Seaborn during this fifth topic in the Python Library series.
Reg Plots using Seaborn. Practice creating regression plots using Seaborn during this sixth topic in the Python Library series.
Violin Plots using Seaborn. Practice creating violin plots using Seaborn during this seventh topic in the Python Library series.
Strip Plots using Seaborn. Practice creating strip plots using Seaborn during this eighth topic in the Python Library series.
Swarm Plots using Seaborn. Practice creating swarm plots using Seaborn during this ninth topic in the Python Library series.
Box Plots using Seaborn. Practice creating box plots using Seaborn during this tenth topic in the Python Library series.
Count Plots using Seaborn. Practice creating count plots using Seaborn during this 11th topic in the Python Library series.
Bar Plots using Seaborn. Practice creating bar plots using Seaborn during this 12th topic in the Python Library series.
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