Analytics… Industry Applications of Churn Analysis 21 Aug 202121 Aug 2021 Continuing from last week's blog we will try to look into business use cases of customer churn from the perspective of a few industries where its presence has become essential.…
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…
Analytics… ARTIFICIAL NEURAL NETWORKS IN PYTHON 15 Feb 202119 Aug 2021 Neural networks form the base of deep learning, which is a subfield of machine learning, Neural networks take input data, train themselves to recognize patterns found in the data, and…
Analytics… Explaining k-NN, Naïve Bayes and SVM from Scratch 21 Dec 202021 Dec 2020 We will approach this blog in three parts. First, we will start explaining k-NN and thereafter, move on to explain the other two algorithms. Our aim through this blog is…
data science… TYPES OF REGRESSION AND THEIR USES 14 Dec 202015 Feb 2021 The most common type of machine learning algorithm is the regression model. It is a type of statistical modelling; regression analysis is a set of statistical processes for estimating the…