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ETL-Analysis
ETL-Analysis PublicThis project automates ETL for gym exercise data, predicting safety scores using KNN and optimizing with GridSearchCV. It generates recommendations, statistical summaries, and visualizations to impβ¦
Python 2
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Shiny-Webpage
Shiny-Webpage PublicInteractive data visualization webpage using R and Shiny for EDA, integrating four Shiny apps. Features include a variable selection tool with statistical summaries, interactive plots using checkboβ¦
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supervised-learning
supervised-learning PublicLinear Regression for baseline, Random Forest for non-linearity, KNN for proximity-based prediction. Models trained on 80% data, 20% for testing, evaluated with MSE.
Jupyter Notebook 1
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