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Statistical Data Visualization with Matplotlib

Overview

Skills Needed

Learn to visualize statistical data effectively with Matplotlib. Explore box plots, violin plots, and statistical annotations for insightful data analysis.

  • Basic knowledge of statistics
  • Intermediate Python programming skills

Outline

  • Introduction to Statistical Visualization
  • Box Plots and Whisker Plots
  • Violin Plots and Kernel Density Estimation
  • Swarm Plots and Strip Plots
  • Statistical Annotations
  • Probability Density Functions
  • Distribution Plots and Histograms
  • QQ Plots and Probability Plots
  • Correlation Matrix Heatmaps
  • Best Practices for Statistical Data Visualization with Matplotlib
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