Wei Hao KhoonginCodeXDimensionality Reduction Techniques For Categorical & Continuous DataA Brief Walkthrough with Examples from Principal Components Analysis & Multiple Correspondence AnalysisJun 15, 2023Jun 15, 2023

Wei Hao KhoonginCodeXWhy Scaling Your Data Is ImportantA toy case with linear/logistic regressionJan 21, 20231Jan 21, 20231

Wei Hao KhoongHow Can We Handle Imbalanced Datasets?A Guide with Intuitive ExamplesJan 20, 2023Jan 20, 2023

Wei Hao KhoonginTowards Data ScienceWhen Do Support Vector Machines Fail?When To And Not Use Them, And HowAug 29, 2021Aug 29, 2021

Wei Hao KhoonginTowards Data ScienceSupport Vector Machines In Under 5 MinutesA Brief Introduction To Key ConceptsAug 14, 2021Aug 14, 2021

Wei Hao KhoonginTowards Data ScienceImage Augmentation With Domain-Related ArtifactsWith Examples Using Hair, Insect & Needle AugmentationAug 9, 2021Aug 9, 2021

Wei Hao KhoonginTowards Data SciencePrincipal Components Analysis (PCA) In Python In Under 5 MinutesA Brief And To-The-Point WalkthroughAug 8, 20211Aug 8, 20211

Wei Hao KhoongWorkflow Management with Snakemake — An Introduction (with Python)What is Snakemake?Jul 13, 2019Jul 13, 2019