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Zarif Mahmud's Projects

apple-news-and-stock-price-tracker icon apple-news-and-stock-price-tracker

The Apple News and Stock Price Tracker is a web-based application designed to provide users with insights into Apple-related news articles and stock prices over time. This report outlines the development process, key features, and challenges faced during the project.

customerchurnchronicals icon customerchurnchronicals

In today's business landscape, nurturing customer relationships is crucial. This study explores churn complexities, unveiling causes and empowering effective responses. It develops predictive models favoring Random Forest over Logistic Regression, informing tailored retention strategies for enduring success.

opening-of-ikea-store-new-location icon opening-of-ikea-store-new-location

To discover some new places here in Sweden that may be suitable for IKEA department stores. I will do this by using the k-means clustering method.

predicting-bike-rental icon predicting-bike-rental

The dataset works with is a bike rental dataset, provided in 2 datasets. It concerns data from about 11.000 individuals and contains 12 variables (including a target). This information can be used to predict how many bikes will be rented according to weather, season, day etc.

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