8000 SofiyaMayer (Sofie Meyer) · GitHub
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  1. cause-of-death-ml cause-of-death-ml Public

    Exploring the link between GDP, air pollution, and causes of death using ML. We applied PCA, K-Means, Random Forest, SVM, and Logistic Regression to global datasets to uncover any trends.

    Jupyter Notebook

  2. boston-housing-regression boston-housing-regression Public

    Boston Housing Data Analysis using Linear Regression and Principal Component Regression (PCR). Explores the relationship between housing prices, crime rates, pollution, and socioeconomic factors. I…

    R

  3. Banking-Fraud-Detection Banking-Fraud-Detection Public

    A SQL database and MATLAB-based fraud detection system for transactional data. Includes ER design, data analysis, and ML models (Decision Tree, Random Forest, RUSBoost).

    MATLAB

  4. benzene-benzyne-analysis benzene-benzyne-analysis Public

    Quantum-chemical analysis of benzene and benzyne using HF, MP2, and B3LYP methods.

  5. car_plates_numbers car_plates_numbers Public

    Project about detecting plates number from cars.

    Python

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