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This Power BI dashboard provides a comprehensive view of Microsoft Corporation's financial performance by presenting key information from various financial statements. It focuses on the yearly income statement, cash flow statement, comprehensive income statement, balance sheet, as well as quarterly and yearly income statements.
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.