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… 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… Customer Churn Analysis using ANN 28 Mar 2022 Introduction What is ANN? An artificial neuron network (neural network) is a computational model that mimics the way nerve cells work in the human brain. Artificial neural networks (ANNs) use…
Analytics… Determining Beer Sales 21 Feb 202221 Feb 2022 Talking about a beer company, one of the most difficult tasks in serving customers is ensuring that the firm’s products are available on store shelves. According to the market study,…
Analytics… Credit Card Analytics 27 Dec 2021 Introduction As we delve deeper into the realms of digitization, the transition from paper to plastic money is inevitable. In India, there are just 6.5% of the total cards issued…
Analytics… Bankruptcy Prediction-five Algorithmic Model Comparison 20 Dec 2021 What & Why of Bankruptcy Prediction? Bankruptcy prediction is a technique for predicting bankruptcy and various financial conditions of state-owned enterprises. It is a broad area of study in finance…