The project covers creating Power BI Dashboard and Reports for analyzing sales performance and distribution across products and regions for an e-commerce dataset. The purpose of the dashboard is to view the most important KPI’s and results at a glance. It also offers an interactive way to explore trends and patterns independently, and to identify the most profitable segment customers.
Used SQLite and Python to retrieve data from a database, explore and analyze seasonal sales trends by region and payment distribution.
Scraped job postings, streamlined and analyzed text (Python, NLTK), engineered features to quantify the average salary, the tools and platforms valued by companies.
This project contains data cleaning and preprocessing, followed by an analysis focused on the influence of a variety of personal, socio-economic, and cultural factors on students’ academic performance.
Improved classification model accuracy by 18%, increasing performance from 65% to 77%, and analyzed the trade-off between accuracy and F1 score for predicting the minority class.
Developed a predictive model that improved insurance forecast accuracy by 33%, significantly outperforming previous forecasting methods and enabling more accurate insurance planning.
Developed and evaluated time series forecasting models; one-step ahead model achieved a 95% lower Mean Squared Error (MSE = 0.09) compared to dynamic forecasts (MSE = 2.01).
Built several classification models for predicting wine classes using a subset of features obtained by applying various methods of feature selection.
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
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Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
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Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
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Published in GitHub Journal of Bugs, 2024
This paper is about fixing template issue #693.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.