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  01 Matplotlib and Seaborn – Libraries and Techniques

   001 Author Introduction.mp4

   002 What will you Learn.mp4

   003 Visualization Concepts.mp4

   004 Introduction to Matplotlib.mp4

   005 Creating Simple Plots using Matplotlib.mp4

   006 Creating Scatter Plots.en.srt

   007 Creating Axis Limits.en.srt

   008 Parameterizing Plots.en.srt

   009 Creating Error Bars.en.srt

   010 Plotting Histograms and Box Plots.en.srt

   011 Plotting 2D Histograms.en.srt

   012 Marginal Histograms and Marginal Boxplots.en.srt

   013 Working with Subplots.en.srt

   014 Stock Trend _ Time Series Plot and Annotations.en.srt

   015 Plotting Images and Clustering.en.srt

   016 Creating 2D Contourplots for 3D Data.en.srt

   017 Creating 3D Plots including 3D Contours.en.srt

   018 Stylesheets, rcParam and Custom Stylesheets.en.srt

  02 Advanced Visualisations using Business Applications

   001 Single and multiple Bar charts.mp4

   002 Area and Stacked-Area Charts.mp4

   003 Drawing Pie Charts.mp4

   004 Bubble Charts with Vectorisation of Properties.mp4

   005 Plotting Regression Lines with OLS (ML).mp4

   006 Categorical Variables and Histograms (with EDA).mp4

   007 Seaborn Boxplot, Violineplot, Categorical Scatterplot.mp4

   008 Seaborn Slopeplots for Comparing Distributions.mp4

   009 Dumbellplot for Category-wise Value Movement.mp4

   010 Creating Heatmaps.mp4

   011 Working with Pairplots.mp4

   012 Seasonal Trendcharts.mp4

   013 Yearplot and Calendarplot for Color-Scaled Trends.mp4

   014 Radarplot to Compare Scores of Multiple Parameters.mp4

  03 Working with the Beautiful and Powerful Bokeh Library

   001 Introduction to Bokeh.mp4

   002 Creating Simple and Multiple Line Plots.mp4

   003 Customising your Plots.mp4

   004 Creating Bubble Plots – Vectorising your Plot.mp4

   005 Working with Layouts – Row_Column_Grid.mp4

   006 Using the ColumnDataSource Object.mp4

   007 Applying Filters – IndexFilter, BooleanFilter, GroupFilter.mp4

   008 Widgets – Dynamic Plot Controls.mp4

   009 Plotting on a Google Map using Google Map API.mp4

   010 Closing Notes.mp4

  Bonus Resources.txt