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Md. Zubayer's Projects

business-analysis-project icon business-analysis-project

Business analysis to find problems of a online store and building a sales and inventory management system as a data driven decision. The system is developed in Microsoft Access.

detecting-toxic-content-on-quora-with-transfer-learning-using-tensorflow-hub icon detecting-toxic-content-on-quora-with-transfer-learning-using-tensorflow-hub

This project demonstrates the use of transfer learning for text classification, specifically focusing on identifying insincere questions on Quora. By leveraging pre-trained models from TensorFlow Hub, such as Universal Sentence Encoder, NNLM, and BERT, the project aims to improve model generalization and save training resources.

e-commerce-buyer-decision-prediction-model icon e-commerce-buyer-decision-prediction-model

Predict whether a visitor to an e-commerce website will generate revenue by making a purchase during their session based on features such as the number of pages visited, session duration, type of visitor, operating system, browser, and other relevant attributes.

e-commerce-dashboard icon e-commerce-dashboard

In this project, I have developed a dashboard for a company called "Adventure Works" using Power BI.

sales-dashboard icon sales-dashboard

An interactive dashboard to visualize the trends, patterns in sales. Also, KPI comparison of sales representatives. The dashboard is developed in Microsoft Excel

statistical-analysis-of-storms-data- icon statistical-analysis-of-storms-data-

The objective of this project is to conduct Statistical Analysis of Storms Data Set - a subset of the NOAA (National Oceanic and Atmospheric Administration) Atlantic hurricane database best track data, encompasses information about tropical storms measured at different time points over the years.

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