Welcome to my Data Portfolio, an organized summary of diverse data projects created using different analytical tools. To explore a specific project, simply click on the project link.
📄 Table of Contents
| Project Link | Scope of Analysis | Completion Data | Project Summary |
|---|---|---|---|
| 🦠 Skin Cancer Detection ML Model | Data Preparation, Data Cleaning, EDA, Machine Learning, Front-end Programming | June 2024 | Developed a skin cancer detection model in Python using TensorFlow and Scikit-Learn, powered by ResNet50, capable of identifying cancerous skin lesions and the specific type of cancer (detects 6 types). |
| 🏦 Loan Prediction ML Model | Data Preprocessing, Data Transformation, EDA, Machine Learning | June 2024 | Designed a Python-based machine learning project to predict loan approval using Matplotlib and Seaborn for EDA and Scikit-Learn for models including Logistic Regression, KNN, and Gradient Boosting. |
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| Project Link | Scope of Analysis | Completion Data | Project Summary |
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| Project Link | Scope of Analysis | Completion Data | Project Summary |
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| 🏀 NBA Finals EDA: Championships vs Runner-Ups | EDA - Data Cleaning, Wrangling, and Visualization | January 2024 | Performed EDA to study the changing play styles of NBA Championship teams and explore how home-court advantage affects team performances. |