Alekhyo BanerjeeComputational Complexity of PCAIf you know the basics PCA you probably know that PCA is computationally extensive. This article gives an intuition behind all the…Aug 31, 2020Aug 31, 2020
Alekhyo BanerjeeInterview Questions on PCAHere’s a bunch of Interview Questions asked on Principal Component AnalysisAug 31, 20201Aug 31, 20201
Alekhyo BanerjeeComputational Complexity of SVMIf you are pursuing Computer Science, probably you must have come across the notations of time complexity.Aug 31, 20201Aug 31, 20201
Alekhyo BanerjeeInterview Questions on SVMSupport Vector Machine” (SVM) is a supervised machine learning algorithm which can be used for both classification or regression problems.Aug 31, 20203Aug 31, 20203
Alekhyo BanerjeeinAnalytics VidhyaLinear Regression from ScratchLinear Regression needs no introduction. It’s the ‘Hello World’ of Machine Learning World. Let’s deep dive into the use cases of Linear…Jul 27, 2020Jul 27, 2020
Alekhyo BanerjeeImportance of Distance Metrics in Machine LearningYou read the title right !!! You might be wondering how ‘Distance’ and ‘Machine Learning’ are related? Am I going out of context?May 30, 20201May 30, 20201
Alekhyo BanerjeeinAnalytics VidhyaRole of Mathematics in Machine LearningNowadays many people are planning the transition to AI/ML/Data Science world which is very encouraging and matching the pace of changing…Mar 15, 2020Mar 15, 2020