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  1. Data-Visualization-and-Modeling-Projects Data-Visualization-and-Modeling-Projects Public

    Three projects focused on data visualization and machine learning, leveraging techniques such as interactive dashboards, predictive modeling, and advanced analytics to transform complex data into a…

    Jupyter Notebook 1

  2. Chia-Yi-Nadia-Yen Chia-Yi-Nadia-Yen Public

  3. MovieBox-Revenue-Prediction MovieBox-Revenue-Prediction Public

    Project using Principal Component Analysis (PCA) for dimensionality reduction and Logistic Regression for classification, enhancing prediction performance by minimizing noise.

    Jupyter Notebook

  4. Supermarket-Transaction-Analysis Supermarket-Transaction-Analysis Public

    Project using Association Rule Mining and Clustering techniques to identify frequently purchased item combinations and segment customers into groups.

    Jupyter Notebook

  5. Classification-decision-tree-analysis Classification-decision-tree-analysis Public

    Project using Decision Tree, Random Forest, Logistic Regression, and K-Nearest Neighbors models to analyze and predict outcomes.

    Jupyter Notebook

  6. Model-evaluation Model-evaluation Public

    Jupyter Notebook