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Student Data Visualization
Git Repo Overview Predicting Student Retention with AI-Powered Insights This project leverages Artificial Neural Networks (ANN) and interactive data visualizations to analyze student data and predict first-year persistence. Importing Libraries I’ve used Plotly Express for quick interactive visualizations and Dash to build web-based dashboards with interactive components. Plotly Subplots and Graph Objects allow for customizable…
World Population Analysis
Overview This project analyzes global population trends using Excel and Power BI, creating interactive dashboards and visualizations. The analysis highlights regional growth patterns, population density challenges, and long-term demographic shifts Data Exploration MS Excel The project began with exploring the data using Excel. I created several Pivot tables to analyze the dataset. Some key takeaways:…