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All LessonsFree Lessons (9)

About the Course

Introduction to Seaborn and Statistical Analysis

Overview of Data Visualization, Variables, and their Types Types of Variables in Statistical Analysis Types of Statistical Analysis Getting Started with Seaborn Library Quiz on Variable Concepts

Plotting Numerical Data

Introduction to pandas

Data Cleaning with pandas

Scatter Plots

Pair Plots

Adding the hue Parameter for Color Encoding

Data Visualization with Line Plots

Relplots

Visualization with Heatmaps

Quiz on Plotting Numerical Data

Course Assessment

Assessment on Plotting Numerical Data

Plotting Categorical Data

Visualization with Count Plots

Plotting the Categorical Data

Visualization with Bar Plots Visualization with Point Plots Visualization with Box Plots Visualization with Violin Plots Visualization with Swarm Plots Visualization with Strip Plots Visualization with Cat Plots Quiz on Plotting Categorical Data

Course Assessment

Assessment on Categorical Plots

Visualizing Distribution of Data

KDE Plots Hist Plots ECDF Plots Rug Plots Joint Plots Displots Quiz on Distribution Plots

Project

Premium

Data Visualization with Seaborn for Walmart Sales Projection

Course Assessment

Assessment on Distributions of Data

Visualizing Regression Models

Review of Regression and Different Regression Models Visualizing the Reg Plots Visualizing the Lmplots Quiz on Regression Models

Course Assessment

Assessment on Visualization of Regression Models

Styling and Figure Aesthetics

The Importance of Figure Styling and Aesthetics Seaborn's Built-in Themes Figure Scaling and Styling Seaborn Axis Spines Seaborn Color Palettes Quiz on Styling and Figure Aesthetics

Course Assessment

Assessment on Styling and Figure Aesthetics

Multiplot Grids

Multi-Plot Grids Usage Conditional Multiple Plots Using Custom Functions in Multi-plot Grids Plotting Multiple Pairwise Relations Multi-Plot Grids with Different Styles Quiz on Multi-Plot Grids

Course Assessment

Assessment on Multi-Plot Grids

Project

EDA Project on the Employee Dataset EDA Solution for the Employee Dataset

Closing Remarks

Conclusion

Data Visualization and Analysis With Seaborn Library/

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Quiz on Plotting Numerical Data

Test your knowledge of using seaborn with pandas and numerical data.

We'll cover the following...

Quiz on plotting numerical data

(True or False) By default, the pandas fillna() method modifies the original DataFrame.

True

False

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