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  1. MEDICAL-CONSULTATION-SERVICE-ANALYSIS-REPORT MEDICAL-CONSULTATION-SERVICE-ANALYSIS-REPORT Public

    Business intelligence project analyzing user engagement, advertising effectiveness, and revenue performance for a digital healthcare service

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  2. Factors-affect-Students-Academic-Performance Factors-affect-Students-Academic-Performance Public

    This study analyzes how parental education, lunch type, and test preparation affect students’ academic performance. Using a quantitative design and a random sample of 100 students, regression anal…

    Jupyter Notebook 1

  3. Visual-Exploratory-Titanic-Case- Visual-Exploratory-Titanic-Case- Public

    This project focuses on exploratory data analysis (EDA) through visual techniques using Python. The notebook Visual Exploratory.ipynb demonstrates how to uncover data patterns, relationships, and t…

    Jupyter Notebook 1

  4. Grade-predictions Grade-predictions Public

    This project aims to build and evaluate a machine learning model for predicting student grades based on demographic, academic, and behavioral factors. Using the dataset test.csv and (train.csv), th…

    Jupyter Notebook 1

  5. Salary-prediction-interpretability-and-explainability Salary-prediction-interpretability-and-explainability Public

    This project explores an educational dataset to understand factors influencing students’ academic performance. The analysis includes descriptive statistics, data visualization, and the development …

    Jupyter Notebook 1

  6. Latent-Class-Analysis Latent-Class-Analysis Public

    This project performs Latent Class Analysis (LCA) using R to identify hidden (latent) subgroups within a dataset based on observed categorical variables. The analysis aims to uncover underlying pop…

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