InTDS ArchivebySamy BaladramDummy Classifier Explained: A Visual Guide with Code Examples for BeginnersSetting the Bar in Machine Learning with Simple Baseline ModelsAug 14, 20243Aug 14, 20243
InTDS ArchivebySamy BaladramK Nearest Neighbor Classifier, Explained: A Visual Guide with Code Examples for BeginnersThe friendly neighbor approach to machine learningAug 20, 20247Aug 20, 20247
InTDS ArchivebySamy BaladramBernoulli Naive Bayes, Explained: A Visual Guide with Code Examples for BeginnersUnlocking predictive power through Yes/No probabilityAug 24, 20246Aug 24, 20246
InTDS ArchivebySamy BaladramGaussian Naive Bayes, Explained: A Visual Guide with Code Examples for BeginnersBell-shaped assumptions for better predictionsOct 12, 20242Oct 12, 20242
InTDS ArchivebySamy BaladramDecision Tree Classifier, Explained: A Visual Guide with Code Examples for BeginnersA fresh look on our favorite upside-down treeAug 30, 20247Aug 30, 20247
InTDS ArchivebySamy BaladramLogistic Regression, Explained: A Visual Guide with Code Examples for BeginnersFinding the perfect weights to fit the data inSep 10, 20244Sep 10, 20244
InTDS ArchivebySamy BaladramSupport Vector Classifier, Explained: A Visual Guide with Mini 2D DatasetFinding the best “line” to separate the classes? Yeah, sure...Oct 1, 20246Oct 1, 20246
InTDS ArchivebySamy BaladramMultilayer Perceptron, Explained: A Visual Guide with Mini 2D DatasetDissecting the math (with visuals) of a tiny neural networkOct 25, 20246Oct 25, 20246
