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[ WebToolTip com ] Udemy - Data Visualization Made Easy with Seaborn and Python
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Get Bonus Downloads Here.url (Size: 1.88 GB) (Files: 88)
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1 - The Mechanics of Seaborn & Matplotlib
1 - Environment setup and Installing Seaborn.mp4
2 - Matplotlib & Seaborn - How Do They Work Together.mp4
3 - Preparing Data for Graphing + Your First Graph! - customization.py
3 - Preparing Data for Graphing + Your First Graph!.mp4
4 - Displaying Graphs on the Screen - showing.py
4 - Displaying Graphs on the Screen.mp4
5 - Saving Graphs to File - saving.py
5 - Saving Graphs to File.mp4
6 - Funky Ways to Make Graphs!.mp4
7 - Seaborn Customisation - Seaborn Aesthetics.url
7 - Seaborn Customisation.mp4
2 - Graphing Basics
1 - What is a Graph.mp4
2 - Telling an Effective Story With Your Graph.mp4
3 - Graph types.mp4
3 - Resources
1 - How To Use This Section! - Kaggle Datasets.url
1 - How To Use This Section! - Seaborn Datasets.url
1 - How To Use This Section! - StudentsPerformance.csv
1 - How To Use This Section! - TSLA.csv
1 - How To Use This Section! - corona1.csv
1 - How To Use This Section! - diamonds.csv
1 - How To Use This Section! - exercise.csv
1 - How To Use This Section! - flights.csv
1 - How To Use This Section! - healthexp.csv
1 - How To Use This Section! - iris.csv
1 - How To Use This Section! - tips.csv
1 - How To Use This Section! - titanic.csv
1 - How To Use This Section!.mp4
4 - Visualising Categorical Data
1 - Simple Barplots - Seaborn Docs.url
1 - Simple Barplots - simple_barplots.py
1 - Simple Barplots.mp4
2 - Advanced Barplots - Seaborn Docs.url
2 - Advanced Barplots - advanced_barplots.py
2 - Advanced Barplots.mp4
3 - Plotting Categorical Data with Pointplots - Seaborn Docs.url
3 - Plotting Categorical Data with Pointplots - basic_pointplots.py
3 - Plotting Categorical Data with Pointplots.mp4
4 - Plotting Categorical data with Boxplots - Seaborn Docs.url
4 - Plotting Categorical data with Boxplots - basic_boxplots.py
4 - Plotting Categorical data with Boxplots.mp4
5 - Visualising Time Series Data
1 - Understanding Time Series Data.mp4
2 - Plotting a single variable - Seaborn Docs.url
2 - Plotting a single variable - time_plot.py
2 - Plotting a single variable.mp4
3 - Plotting multiple variables - Seaborn Docs.url
3 - Plotting multiple variables - time_plot_multi.py
3 - Plotting multiple variables.mp4
4 - Line Plot Customisation - Seaborn Docs.url
4 - Line Plot Customisation - time_plot_customs.py
4 - Line Plot Customisation.mp4
6 - Visualising Distributions
1 - Understanding Distributions.mp4
2 - Basic Histograms - Seaborn Docs.url
2 - Basic Histograms - univariate_histograms.py
2 - Basic Histograms.mp4
3 - Bivariate Histograms - Seaborn Docs.url
3 - Bivariate Histograms - bivariate_histograms.py
3 - Bivariate Histograms.mp4
4 - Kernel Density Estimations - KDE_plots.py
4 - Kernel Density Estimations - Seaborn Docs.url
4 - Kernel Density Estimations.mp4
5 - Violin Plots - Seaborn Docs.url
5 - Violin Plots - violinplots.py
5 - Violin Plots.mp4
7 - Visualising Statistical Relationships
1 - Scatter Plots - Seaborn Docs.url
1 - Scatter Plots - scatterplots_example.py
1 - Scatter Plots.mp4
2 - Showing Multiple Relationships with Facetgrids - Seaborn Docs.url
2 - Showing Multiple Relationships with Facetgrids - facetgrid_example.py
2 - Showing Multiple Relationships with Facetgrids.mp4
3 - Showing Correlation with Heatmaps - Seaborn Docs.url
3 - Showing Correlation with Heatmaps - heatmap_videocode.py
3 - Showing Correlation with Heatmaps.mp4
4 - Combining the Scatterplot & Histogram - Seaborn Docs.url
4 - Combining the Scatterplot & Histogram - jointplot_example.py
4 - Combining the Scatterplot & Histogram.mp4
8 - Plotting Regression Models
1 - Understanding Linear Regression - Understanding Linear Regression.url
1 - Understanding Linear Regression.mp4
2 - Regression Plots - Seaborn Docs.url
2 - Regression Plots - regression_plot_example.py
2 - Regression Plots.mp4
3 - Linear Model Plots - Seaborn Docs.url
3 - Linear Model Plots - linear_model_plot_example.py
3 - Linear Model Plots.mp4
4 - Residual Plots - Seaborn Docs.url
4 - Residual Plots - residual_plot_example.py
4 - Residual Plots.mp4
9 - Conclusion, and where to go next
1 - Thank You, What's Next.mp4
Bonus Resources.txt
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