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1. analytical-models-in-excel analytical-models-in-excel Public

   A curated Excel workbook showcasing core data analysis techniques - including regression, classification, dimensionality reduction, and cross-validation - implemented entirely within spreadsheets. …

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2. hospital-reviews-topic-modelling-sentiment-analysis hospital-reviews-topic-modelling-sentiment-analysis Public

   Analyze hospital reviews using topic modeling (LDA) and sentiment analysis (XGBoost). This NLP project uncovers key themes in patient feedback and predicts sentiment to support healthcare service i…

   Jupyter Notebook 1

3. lung-cancer-prediction-logistic-regression lung-cancer-prediction-logistic-regression Public

   Predict lung cancer risk using logistic regression. This project explores how clinical symptoms and lifestyle factors impact cancer prediction, applying data cleaning, EDA, feature selection, and c…

   Jupyter Notebook 1

4. insurance-charges-prediction-linear-regression insurance-charges-prediction-linear-regression Public

   Predict individual medical insurance charges using linear regression. This project explores how demographic and lifestyle factors impact insurance costs, applying data cleaning, EDA, feature select…

   Jupyter Notebook 1

5. Penguins-Dataset-kNN Penguins-Dataset-kNN Public

   Training of k-Nearest Neighbors Classifier with the Popular Penguins Dataset

   HTML 1

6. jse-stock-visualiser jse-stock-visualiser Public

   Python web scraper, stock market visualiser, financial data analysis.

   Python