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1. Advanced-Regression-Methods Advanced-Regression-Methods Public

   Build a robust and generalizable model capable of predicting y for unseen data (Xtest) by exploring and comparing several modern regression approaches. Feature engineering and model regularization …

   Python

2. Detection-camera-issue Detection-camera-issue Public

   This project, carried out as part of Videtics’ intelligent video surveillance system, aims to automatically detect video stream degradations to ensure their reliability. It helps improve system per…

3. Factor-Based-Investment-Portfolio-Analysis-and-Optimization Factor-Based-Investment-Portfolio-Analysis-and-Optimization Public

   Répliquer les résultats de Dichtl et al. (2021) en construisant six facteurs (MKT, VAL, CAP, MOM, QUA, VOL) à partir des indices MSCI USA, puis en optimisant des portfeuilles via six stratégies d’a…

   Python

4. FedImpact-Analyzing-Fed-Rate-Decisions-on-Stock-Markets FedImpact-Analyzing-Fed-Rate-Decisions-on-Stock-Markets Public

   FedPulse analyzes how Fed interest rate decisions impact the S&P 500 and NASDAQ, using abnormal returns and event windows. It helps investors understand market reactions to FOMC announcements.

   Python

5. Runner-s-Performance Runner-s-Performance Public

   The project uses training data to assess, monitor, and predict runners’ performance through machine learning, in order to optimize their training sessions and suggest routes tailored to their level.

   Python

6. Simulating-and-pricing-financial-options Simulating-and-pricing-financial-options Public

   Ce projet utilise les méthodes de Monte Carlo pour simuler des mouvements browniens et évaluer le prix d'options financières (européennes et asiatiques), offrant une approche pratique pour comprend…

   Python