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…
Machine Learning… Demystifying Data Scientist Salaries using Random Forrest Algorithm 5 Feb 2024 Introduction Data scientists are in high demand, and their salaries reflect that. But what factors truly influence how much they earn? Our analysis of a rich dataset sheds light on…
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… Netflix Recommender System 26 Feb 202326 Feb 2023 Introduction The platform and production firm Netflix is based in the United States. Since its inception in 1997, Netflix has provided us with incredible entertainment, whether it be movies or…
Analytics… Analyzing the Income Statement of Asian Paints 5 Feb 20236 Feb 2023 Introduction Analyzing the financial health of any company is required for all the stakeholders in order to take efficient and enhanced decision making. Python can be used in order to…
Analytics… EMPLOYEE QUITTING THEIR JOB PREDICTION 8 Jan 20239 Jan 2023 Introduction: EMPLOYEE QUITTING THEIR JOB PREDICTION It's entirely feasible that someone on your team may depart in the near future given that over four million people will leave their employment…
Analytics… Online Payments Fraud Detection Using Machine Learning 11 Dec 2022 INTRODUCTION The introduction of online payment systems has helped a lot in the ease of payments. But, at the same time, it increased in payment frauds. Online payment frauds can…
Analytics… Predicting Breast cancer using logistic regression 28 Nov 202228 Nov 2022 INTRODUCTION Nowadays, breast cancer is the most frequently diagnosed life-threatening cancer in women and the leading cause of cancer death among women. Breast cancer was responsible for 626,679 out of…
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…