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Swapnaja14/README.md

Hello, I'm Swapnaja 🌸

Aspiring Software Developer with a strong interest in Artificial Intelligence & Machine Learning, Java, and MERN stack development.

Every day is a new opportunity to grow and improve. 🌷

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  1. lottery-game lottery-game Public

    JavaScript

  2. todo-list-react-mini-project todo-list-react-mini-project Public

    JavaScript

  3. Heart-Attack-Prediction Heart-Attack-Prediction Public

    A machine learning project that predicts the likelihood of a heart attack using Logistic Regression and Gaussian Naive Bayes. The models are trained on the Cleveland Heart Disease dataset using 14 …

    Jupyter Notebook

  4. medical-insurance-cost-prediction medical-insurance-cost-prediction Public

    Predicting medical insurance charges using Linear Regression based on age, BMI, smoking status, region, and dependents.

    Jupyter Notebook

  5. CreditWise-Loan-Approval-Prediction CreditWise-Loan-Approval-Prediction Public

    Built an end-to-end supervised ML pipeline using KNN, Logistic Regression and Naive Bayes to predict loan approval. Implemented Binary Classification along with EDA, feature engineering & model eva…

    Jupyter Notebook

  6. iris-ml-classifier-comparative-study iris-ml-classifier-comparative-study Public

    A comparative study of K-Nearest Neighbors, Logistic Regression, Naive Bayes & Support Vector Classifier for automated Iris species classification based on sepal and petal measurements. Includes pe…

    Jupyter Notebook