Analytics in Practice… Employee Attrition Prediction Using SMOTE & Logistic Regression 4 Dec 202318 Dec 2023 INTRODUCTION In today’s competitive business landscape organizations face a significant challenge in retaining talented employees. It has become extremely crucial for organizations to the reasons behind departure. Attrition rate is…
Analytics… Predicting customer churn the right way! 17 Aug 202118 Aug 2021 WHAT IS CUSTOMER CHURN? Customer Churn, also known as Customer Attrition, Customer Turnover, or Customer Defection, is the loss of clients or customers. In simple words, a customer is treated…
data science… Naïve bayes classifier from scratch with hands on examples in r 4 Apr 202018 Dec 2023 Naïve Bayes classifiers are a family of simple "probabilistic classifiers" based on applying Bayes' theorem with strong independence assumptions between the features. In this post you will learn about What…