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…3 min read·Aug 31, 2020----
Alekhyo BanerjeeInterview Questions on PCAHere’s a bunch of Interview Questions asked on Principal Component Analysis5 min read·Aug 31, 2020--1--1
Alekhyo BanerjeeComputational Complexity of SVMIf you are pursuing Computer Science, probably you must have come across the notations of time complexity.3 min read·Aug 31, 2020--1--1
Alekhyo BanerjeeInterview Questions on SVMSupport Vector Machine” (SVM) is a supervised machine learning algorithm which can be used for both classification or regression problems.8 min read·Aug 31, 2020--3--3
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…4 min read·Jul 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?7 min read·May 30, 2020--1--1
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…5 min read·Mar 15, 2020----
Alekhyo BanerjeeUnderstanding Job RolesData is the fuel of the 21st century:7 min read·Jan 25, 2020----