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Seaborn: Data Visualization from Basics to Advanced

Seaborn: Data Visualization from Basics to Advanced

author
Generated by
ProCodebase AI

Date Created
06/10/2024

AI Generated

Dive into Python's Seaborn library, from foundational concepts to cutting-edge techniques. Master statistical data visualization, create stunning plots, and learn advanced customization. Explore real-world applications, optimize for big data, and integrate with other tools. Elevate your data science skills with this comprehensive Seaborn course.

What you will learn -

  • Seaborn Fundamentals
  • Setting Up Your Seaborn Environment
  • Seaborn vs Matplotlib
  • Exploring Seaborn's Built-in Datasets
  • Mastering Seaborn's Plotting Functions
  • Creating Stunning Scatter Plots with Seaborn
  • Mastering Line Plots and Time Series Visualization with Seaborn
  • Bar Charts and Count Plots
  • Box Plots and Violin Plots
  • Unleashing the Power of Seaborn's FacetGrid for Multi-plot Layouts
  • Visualizing Data Relationships
  • Regression Plots
  • Customizing Seaborn Plots
  • Unlocking Advanced Color Mapping Techniques in Seaborn
  • Seaborn and Pandas
  • Demystifying Statistical Estimation and Error Bars with Seaborn
  • Creating Complex Multi-Panel Figures with Seaborn
  • Seaborn for Big Data
  • Enhancing Data Visualization
  • Seaborn in Real-world Data Science Projects