PinnedPublished inTDS ArchiveHow to Stand Out as a Junior Data Scientist7 things you can do to show your skills even if you have no experience at allDec 18, 2024Dec 18, 2024
Published inData Science CollectiveHandling categorical variablesSix Ways to Deal with categorical variables for data modelingNov 12, 2024Nov 12, 2024
Assumptions of multiple linear regressionBuilding Reliable Models: Understanding and Verifying the Assumptions Behind Multiple Linear RegressionNov 10, 2024Nov 10, 2024
Published inData Science CollectiveManaging Conda Environments and Installing PackagesStep-by-Step InstructionsAug 8, 2024Aug 8, 2024
Published inTDS ArchiveExplainable AI (XAI) with SHAP -Multi-class classification problemPractical guide for XAI analysis with SHAP for a Multi-class classification problemJul 12, 20217Jul 12, 20217
Published inTDS ArchiveExplainable AI (XAI) with a Decision TreeAI, Learning models become more and more complex over time and it becomes difficult to analyze them intuitively. It is often heard that…Apr 18, 20211Apr 18, 20211
Published inTDS ArchiveFeature selection evaluation for automated AIFeature selection algorithms look to effectively and efficiently find an optimal subset of relevant features in the data. This…Nov 3, 2019Nov 3, 2019
Published inTDS ArchiveOptimizing Feature generationFeature generation is the process of creating new features from one or multiple existing features, potentially for using in statistical…Oct 31, 20191Oct 31, 20191
