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Data-Science-Projects
Explore my diverse collection of projects showcasing machine learning, data analysis, and more. Organized by project, each directory contains code, datasets, documentation, and resources. Dive in, to discover insights and techniques in data science. Reach out for collaborations and feedback.
#data-science#data-science-portfolio#data-science-projects
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Data Science Projects
GitHub Page
Projects
- Breast Cancer Prediction
- Description: The project predicts the diagnosis (M = malignant, B = benign) of the Breast Cancer
- Technologies Used: The notebooks uses Decision Tree Classification and Logistic Regression
- Results: The logistic regression gave 97% accuracy and decision tree gave 93.5% accuracy
- Red Wine Quality Prediction
- Description: The project predicts the quality of the wine in the value 0 or 1. 1 for good quality and 0 for bad quality
- Technologies Used: The notebooks uses logistic regression, support vector machine, decision tree and knn
- Results: The logistic regression model performs the best with accuracy of 86.67%
- Heart Stroke Prediction
- Description: The project predicts the risk of heart stroke on studying the person's demographics and medical info
- Technologies Used: The notebooks uses logistic regression, support vector machine, decision tree and knn