Byot Tech·Aug 25, 2025How do you handle high-cardinality categorical features in analytics models at scale?🔑 1. Reduce Cardinality Before Modeling
rajesh tamada·Nov 4, 2024Gentle Intro to Gumbel Distribution, Categorical Dist & Subset Selection#machinelearning #deeplearning #distribution #categoricaldistriubtion #gumbel #gumbelsoftmax
Bob Lynn·Oct 26, 2024Absolute TruthsIn realms of black and white, we stand, Where categorical claims hold sway, No shades of grey can reprimand.
Suhith Illesinghe·Aug 5, 2023How to create a categorical column from a continuous column in polars?Learn how to create categorical columns using when-then-otherwise and pl.cut().
InTDS ArchivebyAnna Arakelyan·Feb 24, 2023Case Study: Practical Label Encoding with Rainbow MethodA real-world test on MassMutual’s production model
InTDS ArchivebyAnna Arakelyan·Oct 29, 2022Hidden Data Science Gem: Rainbow Method for Label EncodingMake stronger and simpler models by leveraging natural orderA response icon7A response icon7
InTDS ArchivebyWei-Meng Lee·Oct 18, 2021Statistics in Python — Using ANOVA for Feature SelectionUnderstand how to use ANOVA for comparing between a categorical and numerical variableA response icon1A response icon1
Knoldus Inc.·Sep 28, 2021How To Find Correlation Value Of Categorical Variables.A response icon1A response icon1
InTDS ArchivebyAmanda Gris·Apr 7, 2020Visualize Categorical Relationships With CatscatterWhat if you can create a scatter plot for categorical features?A response icon7A response icon7
