MeghaCross-Validation made easyToday, in this blog we will try to understand what is cross validation, why we need cross validation, what are various types of cross…Nov 13, 2022Nov 13, 2022
MeghaChoosing the right performance metric for the Classification model (Part-2): ROC-AUC and P-R CurveHello readers, in my previous blog we learned how we can choose the right metric for evaluating our classification models using metrics…Oct 2, 2022Oct 2, 2022
MeghaChoosing the right performance metric for your classification modelHello readers, today we will learn how to select the right performance metric for our machine learning models, solving classification…Sep 25, 2022Sep 25, 2022
Megha5 Advanced SQL Concepts You Should KnowStarted in the 1970s, SQL(Structured Query Language) has become an essential tool in a Data scientist’s toolkit today. It is mainly used to…Sep 19, 2022Sep 19, 2022
MeghaBias and Variance explainedToday, In this blog we will talk about Bias and Variance, what is Bias-Variance tradeoff and how it impacts our ML models.Sep 11, 2022Sep 11, 2022
MeghaCustomer Segmentation using RFMIn this blog, we will be talking about RFM and how it can be leveraged to perform customer segmentation.Aug 28, 2022Aug 28, 2022