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This case study seeks to optimize loan approvals by analyzing historical data, focusing on reducing rejection and default risks. Using Exploratory Data Analysis (EDA), the study aims to identify pa…
BoomBikes, a U.S. bike-sharing provider, faces revenue drops due to COVID-19. To boost revenue post-lockdown, they aim to develop a business plan by analyzing factors influencing bike demand. Using…
Skin cancer, especially melanoma, is a leading cause of cancer-related deaths. Early detection is critical but often hindered by time and human error. This project builds a machine learning solutio…
Customer churn in the telecom sector is a major challenge, with annual rates of 15%-25%. Predicting churn early helps companies take proactive steps like offering discounts or improving service qua…
Linear regression predicts the relationship between a dependent variable and one or more independent variables. It's widely used in industries like finance, marketing, and healthcare for data analy…
Best Selenium Python Framework Based on Pytest, Data-Driven Approach using Pandas and Allure Reporting Features for Robust Automation, Scalable Testing and Seamless Integration.