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1. EA-Stocks-Financial-Analysis-with-Prophet-Plotly EA-Stocks-Financial-Analysis-with-Prophet-Plotly Public

   I executed time series analysis with Facebook Prophet to forecast EA stock trends. Integrated Python and Plotly for interactive visualizations, illustrating stock price movements and patterns. The …

   Jupyter Notebook 3

2. S-P-500-Stocks-Time-Series-Regression S-P-500-Stocks-Time-Series-Regression Public

   I conducted a time series regression analysis on S&P 500 stock data to identify trends and patterns affecting stock prices. Utilizing advanced statistical techniques and machine learning models, I …

   Jupyter Notebook 4

3. Finance-Odyssey Finance-Odyssey Public

   This repository contains curated roadmaps, case studies, and learning resources for finance careers involving programming and data. Each file offers a structured guide to mastering the tools, lang…

   155 22

4. Loan-Risk-Forecasting-ML-and-Financial-Analysis Loan-Risk-Forecasting-ML-and-Financial-Analysis Public

   I implemented machine learning techniques, 'Random Forest and XGBoost,' for loan status prediction. Utilized SHAP for interpretability, yielding insights into predictions. Conducted hyperparameter …

   Jupyter Notebook 3

5. S-P-500-ESG-Risk-Analysis-and-Predictionan S-P-500-ESG-Risk-Analysis-and-Predictionan Public

   This analysis explores ESG Risk Ratings of S&P 500 companies, handling missing values with KNN Imputer and performing sector-wise risk analysis. EDAand a Random Forest model reveal risk distributio…

   Jupyter Notebook 2

6. Credit-Card-Fraud-Detection-A-Comprehensive-Machine-Learning-Approach Credit-Card-Fraud-Detection-A-Comprehensive-Machine-Learning-Approach Public

   Built a fraud detection system to handle an imbalanced credit card transaction dataset using SMOTE and NearMiss for data balancing. Trained multiple models, including Logistic Regression, SVM, Rand…

   Jupyter Notebook 2