Seaborn: Data Visualization from Basics to Advanced

Date Created
06/10/2024

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