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Posts

  • Fine-tuning your XGBoost model

  • Regression with XGBoost

  • Support Vector Machines

  • Classification with XGBoost

  • Logistic regression

  • Loss functions

  • Applying logistic regression and SVM

  • Creating a choropleth building permit density in Nashville

  • GeoSeries and folium

  • Creating and joining GeoDataFrames

  • Building 2-layer maps - combining polygons and scatterplots

  • Layouts, Interactions, and Annotations

  • Basic plotting with Bokeh

  • Visualization in the data science workflow

  • Showing uncertainty