Analytics in Practice… K-Means Clustering: The Secret Weapon to Personalized Marketing Campaigns 11 Mar 202411 Mar 2024 INTRODUCTION Once upon a time, the marketers relied on intuition, creativity, and a little bit of luck to execute their campaigns. They threw ideas at the wall to see what…
Analytics in Practice… Air Quality Prediction Using FB PROPHET Algorithm 18 Dec 202318 Dec 2023 INTRODUCTION Some Indian cities fall in the array of the most polluted cities in the world, and the threat of air pollution is being raised day by day. Poor air…
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… Analyzing world energy consumption pattern using cluster analysis 14 Nov 202214 Nov 2022 INTRODUCTION WORLD ENERGY CONSUMPTION USING CLUSTER ANALYSIS Energy is the primary source that fuels all activities, our industries and every country’s GDP. Without Energy the world would come to a…
Uncategorized sms spam classification using Naïve Bayes Classifier 17 Mar 2022 Introduction to Naïve Bayes Naive Bayes methods are a set of supervised learning algorithms based on applying Bayes’ theorem with the “naive” assumption of conditional independence between every pair of…
Analytics… Data Analytics in Formula 1 16 Nov 202116 Nov 2021 Sports are one of the few things which are enjoyed by people of all ages. People passionately supporting their teams and wanting their teams to succeed has always been…
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.…
Uncategorized Book Recommender system 14 Jun 202114 Jun 2021 INTRODUCTION Have you ever wondered how e-commerce sites such as Amazon, Flipkart etc suggests you items based on your purchases or items frequently bought with your product or Netflix and…
Analytics in Practice… Developing Machine Learning Model using SVM in R to solve A Business Problem 25 Apr 202026 Apr 2020 Introduction Classifying data is a common task in machine learning. Suppose some given data points each belong to one of two classes, and the goal is to decide which class a new data point will…
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…