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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.
Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials. Cryptocurrency Price Prediction using AI applies machine learning to analyze market trends and historical data, generating accurate price forecasts to support smart trading and investment decisions.
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.