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1. missing-data-simulation-dissertation missing-data-simulation-dissertation Public

   Dissertation research evaluating missing data imputation methods for classification tasks. Analyzes 100 iterations with mixed data types, multiple classifiers, and feature importance preservation.

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2. temperature-prediction-ml-project temperature-prediction-ml-project Public

   ML regression models for weather forecasting project. Compares KNN, Random Forest, XGBoost, Elastic Net, and Neural Networks. Features PCA, temporal encoding, spatial clustering, and hyperparameter…

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3. bank-marketing-ml-predictor bank-marketing-ml-predictor Public

   Machine learning project predicting customer subscriptions to fixed-term deposits for a Portuguese bank marketing campaign. Implements Random Forest classifier optimizing campaign efficiency by ide…

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4. statistical-data-analysis-treatments statistical-data-analysis-treatments Public

   Statistical analysis of hair growth treatments using Python - Welch ANOVA, GLM, and randomization tests

   Jupyter Notebook

5. fortune-company-analysis fortune-company-analysis Public

   Statistical analysis of Fortune 500/1000 companies exploring relationships between financial metrics and market value using linear regression in R

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6. world-happiness-report world-happiness-report Public

   Exploratory data analysis on global happiness indicators over 10 years using Python and Excel for data wrangling, and Tableau for visualization. The research is based on the data from World Happine…