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Data Visualization Made Easy with Seaborn and Python https://WebToolTip.com Published 10/2025 Created by James Clare MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Level: Beginner | Genre: eLearning | Language: English | Duration: 33 Lectures ( 3h 33m) | Size: 1.88 GB Master Seaborn and Matplotlib to turn raw data into powerful, story-driven visual insights. What you'll learn Set up a Python virtual environment and install the libraries needed for Seaborn data visualization. Learn how Seaborn and Matplotlib work to create, display, and save professional-quality visualizations. Use real-world datasets to build a range of clear, insightful, and visually appealing charts. How to plot categorical data with bar plots, box plots & point plots. Plot univariate and multivariate time series. How to visualise distributions with uni & bivariate histograms, violin plots and KDE plots. Show statistical relationships with scatter plots, heat maps, facet grids and joint plots. How to show linear models, regression plots and residual plots. Requirements A basic understanding of Python would be beneficial!
Filename Size ~Get Your Files Here !/1 - The Mechanics of Seaborn & Matplotlib/1 - Environment setup and Installing Seaborn.mp4 11.7 MB ~Get Your Files Here !/1 - The Mechanics of Seaborn & Matplotlib/2 - Matplotlib & Seaborn - How Do They Work Together.mp4 50.6 MB ~Get Your Files Here !/1 - The Mechanics of Seaborn & Matplotlib/3 - Preparing Data for Graphing + Your First Graph! - customization.py 1.8 KB ~Get Your Files Here !/1 - The Mechanics of Seaborn & Matplotlib/3 - Preparing Data for Graphing + Your First Graph!.mp4 50.9 MB ~Get Your Files Here !/1 - The Mechanics of Seaborn & Matplotlib/4 - Displaying Graphs on the Screen - showing.py 230 B ~Get Your Files Here !/1 - The Mechanics of Seaborn & Matplotlib/4 - Displaying Graphs on the Screen.mp4 37.3 MB ~Get Your Files Here !/1 - The Mechanics of Seaborn & Matplotlib/5 - Saving Graphs to File - saving.py 246 B ~Get Your Files Here !/1 - The Mechanics of Seaborn & Matplotlib/5 - Saving Graphs to File.mp4 27.1 MB ~Get Your Files Here !/1 - The Mechanics of Seaborn & Matplotlib/6 - Funky Ways to Make Graphs!.mp4 103.6 MB ~Get Your Files Here !/1 - The Mechanics of Seaborn & Matplotlib/7 - Seaborn Customisation.mp4 61.8 MB ~Get Your Files Here !/2 - Graphing Basics/1 - What is a Graph.mp4 71.3 MB ~Get Your Files Here !/2 - Graphing Basics/2 - Telling an Effective Story With Your Graph.mp4 119.2 MB ~Get Your Files Here !/2 - Graphing Basics/3 - Graph types.mp4 89.4 MB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section! - corona1.csv 1.1 MB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section! - diamonds.csv 2.6 MB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section! - exercise.csv 2.7 KB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section! - flights.csv 2.3 KB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section! - healthexp.csv 7.1 KB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section! - iris.csv 3.8 KB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section! - StudentsPerformance.csv 70.3 KB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section! - tips.csv 9.5 KB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section! - titanic.csv 55.7 KB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section! - TSLA.csv 171 KB ~Get Your Files Here !/3 - Resources/1 - How To Use This Section!.mp4 20.5 MB ~Get Your Files Here !/4 - Visualising Categorical Data/1 - Simple Barplots - simple_barplots.py 1.3 KB ~Get Your Files Here !/4 - Visualising Categorical Data/1 - Simple Barplots.mp4 90.9 MB ~Get Your Files Here !/4 - Visualising Categorical Data/2 - Advanced Barplots - advanced_barplots.py 1.4 KB ~Get Your Files Here !/4 - Visualising Categorical Data/2 - Advanced Barplots.mp4 72.8 MB ~Get Your Files Here !/4 - Visualising Categorical Data/3 - Plotting Categorical Data with Pointplots - basic_pointplots.py 1.3 KB ~Get Your Files Here !/4 - Visualising Categorical Data/3 - Plotting Categorical Data with Pointplots.mp4 52.9 MB ~Get Your Files Here !/4 - Visualising Categorical Data/4 - Plotting Categorical data with Boxplots - basic_boxplots.py 1.8 KB ~Get Your Files Here !/4 - Visualising Categorical Data/4 - Plotting Categorical data with Boxplots.mp4 61.9 MB ~Get Your Files Here !/5 - Visualising Time Series Data/1 - Understanding Time Series Data.mp4 33.8 MB ~Get Your Files Here !/5 - Visualising Time Series Data/2 - Plotting a single variable - time_plot.py 1.2 KB ~Get Your Files Here !/5 - Visualising Time Series Data/2 - Plotting a single variable.mp4 66.6 MB ~Get Your Files Here !/5 - Visualising Time Series Data/3 - Plotting multiple variables - time_plot_multi.py 1.2 KB ~Get Your Files Here !/5 - Visualising Time Series Data/3 - Plotting multiple variables.mp4 58.8 MB ~Get Your Files Here !/5 - Visualising Time Series Data/4 - Line Plot Customisation - time_plot_customs.py 1.7 KB ~Get Your Files Here !/5 - Visualising Time Series Data/4 - Line Plot Customisation.mp4 42.9 MB ~Get Your Files Here !/6 - Visualising Distributions/1 - Understanding Distributions.mp4 32.1 MB ~Get Your Files Here !/6 - Visualising Distributions/2 - Basic Histograms - univariate_histograms.py 1.1 KB ~Get Your Files Here !/6 - Visualising Distributions/2 - Basic Histograms.mp4 80 MB ~Get Your Files Here !/6 - Visualising Distributions/3 - Bivariate Histograms - bivariate_histograms.py 1.6 KB ~Get Your Files Here !/6 - Visualising Distributions/3 - Bivariate Histograms.mp4 41.2 MB ~Get Your Files Here !/6 - Visualising Distributions/4 - Kernel Density Estimations - KDE_plots.py 1.5 KB ~Get Your Files Here !/6 - Visualising Distributions/4 - Kernel Density Estimations.mp4 59.1 MB ~Get Your Files Here !/6 - Visualising Distributions/5 - Violin Plots - violinplots.py 1.7 KB ~Get Your Files Here !/6 - Visualising Distributions/5 - Violin Plots.mp4 61.8 MB ~Get Your Files Here !/7 - Visualising Statistical Relationships/1 - Scatter Plots - scatterplots_example.py 1.2 KB ~Get Your Files Here !/7 - Visualising Statistical Relationships/1 - Scatter Plots.mp4 59.1 MB ~Get Your Files Here !/7 - Visualising Statistical Relationships/2 - Showing Multiple Relationships with Facetgrids - facetgrid_example.py 1.8 KB ~Get Your Files Here !/7 - Visualising Statistical Relationships/2 - Showing Multiple Relationships with Facetgrids.mp4 90.5 MB ~Get Your Files Here !/7 - Visualising Statistical Relationships/3 - Showing Correlation with Heatmaps - heatmap_videocode.py 1.4 KB ~Get Your Files Here !/7 - Visualising Statistical Relationships/3 - Showing Correlation with Heatmaps.mp4 62.7 MB ~Get Your Files Here !/7 - Visualising Statistical Relationships/4 - Combining the Scatterplot & Histogram - jointplot_example.py 1.7 KB ~Get Your Files Here !/7 - Visualising Statistical Relationships/4 - Combining the Scatterplot & Histogram.mp4 51.7 MB ~Get Your Files Here !/8 - Plotting Regression Models/1 - Understanding Linear Regression.mp4 72.8 MB ~Get Your Files Here !/8 - Plotting Regression Models/2 - Regression Plots - regression_plot_example.py 1.5 KB ~Get Your Files Here !/8 - Plotting Regression Models/2 - Regression Plots.mp4 63.1 MB ~Get Your Files Here !/8 - Plotting Regression Models/3 - Linear Model Plots - linear_model_plot_example.py 1.4 KB ~Get Your Files Here !/8 - Plotting Regression Models/3 - Linear Model Plots.mp4 53.9 MB ~Get Your Files Here !/8 - Plotting Regression Models/4 - Residual Plots - residual_plot_example.py 1.6 KB ~Get Your Files Here !/8 - Plotting Regression Models/4 - Residual Plots.mp4 42.1 MB ~Get Your Files Here !/9 - Conclusion, and where to go next/1 - Thank You, What's Next.mp4 28.3 MB ~Get Your Files Here !/Bonus Resources.txt 70 B