A report summarizing the findings of the loan analysis and visualizations created using Tableau. A dashboard created in Tableau that incorporates the visualizations.
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Sep 8, 2023 - Jupyter Notebook
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loananalysis
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High-dimensional loan transaction data. By reducing the dimensionality of the dataset, patterns were identified to help a financial institution mitigate risks such as loan defaults or early repayments. Key steps include data preprocessing, PCA implementation, and interpretation of principal components to uncover significant insights.
exploratory-data-analysis loananalysis riskmanagement pythonprogramming dimensionalityreduction principalcomponentanalysis financialanalytics
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Jan 22, 2025 - Jupyter Notebook
Analyzing home mortgage data.
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Jun 14, 2017 - Python
Retail lending portfolio analysis focused on credit risk, portfolio performance, collections, and borrower segmentation using SQL, Tableau, and Excel.
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Sep 2, 2026
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