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  1. kNN-Algorithm-on-IrisDataset kNN-Algorithm-on-IrisDataset Public

    A machine learning project to implement the K-Nearest Neighbors (KNN) algorithm from scratch using Python for classification on the Iris dataset.

    Python

  2. Custumers_Clustering_RMF Custumers_Clustering_RMF Public

    A data analysis project to implement RFM (Recency, Frequency, Monetary) analysis for customer segmentation and behavior analysis using the K-Means algorithm.

    Jupyter Notebook

  3. Transaction-Fraud-Detection Transaction-Fraud-Detection Public

    A machine learning project to predict fraudulent transactions using supervised learning algorithms, along with feature engineering techniques.

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  4. House-prices-linear-regression-scratch House-prices-linear-regression-scratch Public

    A machine learning project to implement linear regression from scratch, including a basic implementation of gradient descent, on the house prices dataset.

    Jupyter Notebook

  5. Will-you-survive-titanic Will-you-survive-titanic Public

    A machine learning project using the Titanic dataset to predict passenger survival. Models used: XGBoost, Logistic Regression, and Random Forest.

    Jupyter Notebook

  6. pong-game-python-turtle pong-game-python-turtle Public

    Building the classic two-player Pong game using Python's Turtle library, featuring paddle control, ball movement, and score tracking.

    Python