diff --git a/Data-Visualization/README.md b/Data-Visualization/README.md new file mode 100644 index 0000000..46cdaf9 --- /dev/null +++ b/Data-Visualization/README.md @@ -0,0 +1,85 @@ +# Data Visualization Course Outline + +## **Analyze Dozens Of Datasets and Create stunning Visualization** + +### 1. What Is Data Visualization? + +### 2. Why Learn Data Visualization? + +### 3. Different ways of Plotting. + + +## MATPLOTLIB : +* Intro To Matplotlib +* Our First Matplotlib Plots! +* Do We Need plt.show() ? +* Anatomy of Plots +* Figsize & Plot Dimensions +* Changing Matplotlib Stylesheets +* Line Styles, Colors, Widths, and More! +* Plot Labels & Titles +* Changing X & Y Ticks +* Adding Legends To Plots +* Creating Bar Plots +* Creating Histograms +* Creating Scatter Plots +* Creating Pie Charts +* Working With Subplots +* Putting It All Together + +## Pandas Plotting +* A Pandas Plotting Recap +* Changing Pandas Plot Styles +* Adding Labels and Titles to Pandas Plots +* Using rename() When Plotting +* Closer Look at Pandas Bar Plots +* Pandas Histograms +* Box Plots +* Pandas Line Plot +* Pandas Scatter Plots +* Multiple Plots On The Same Axes +* Pandas Automatic Subplots +* Manual Subplots With Pandas + +## Seaborn +* Intro to Seaborn +* Why Seaborn? +* The Helpful load_dataset() method +* Seaborn Scatterplots +* Seaborn Lineplots +* The relplot() Method +* Resizing Seaborn Plots: Aspect & Height +* Seaborn Histograms +* Count plot +* Strip And Swarm Plots +* Boxplots +* Boxenplots +* Barplots +* KDE Plots +* Bivariate Distribution Plots +* Rugplots +* The Amazing displot() Method +* HeatMap +* Wrap Up Video + +## Plotly +* Introduction To Plotly +* Why Plotly +* scatter plots +* histograms +* cox plots +* Plotly Vs Matplotlib +* Line Plot +* Scatter Plot +* Scattering 3-D +* Box Plots +* Pie Charts +* 3-D Surface Plots +* Wrap Up Video + + + + + + +