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mrinalcs/README.md

👋 Hello, I'm Mrinal Chandra Sarkar!

🎓 M.Sc. in Statistics from Visva-Bharati, Shantiniketan
📊 Data Science & Machine Learning Enthusiast
🌐 Exploring the intersection of statistical theory and practical applications

📚 Projects

📁 Repo & Report 🔍 Description 🛠️ Technologies
House-Price-Prediction Predicting house prices using regression models (Linear, Ridge, Lasso) with model evaluation (RMSE ≈ 0.011, R² ≈ 0.928) Python, Scikit-learn, Streamlit
Diabetes-Prediction-Project ML-based model for diabetes risk detection Python, Pandas, Scikit-learn
durga-idol-analysis Exploring Similarity Between Durga Idols and Idol Artists Over the Years Python, OpenCV, scikit-image,NumPy, Pillow
india-literacy Literacy insights from India's Census 2011 R, ggplot2
mrinalcs.github.io Personal GitHub page with organized learning resources Jekyll, HTML
SQL-Retail-Data-Analysis SQL-based retail data analysis project focusing on customer behavior, product performance, sales trends, and revenue insights using real-world transactional datasets. SQL

Visit My Website

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  1. mrinalcs.github.io mrinalcs.github.io Public

    ✨ Github page

    JavaScript 7

  2. body-performance body-performance Public

    Statistical Analysis on Body Performance | Basic analysis on different factors and classes

    R 10 1

  3. india-literacy india-literacy Public

    Forked from tvganesh/india-literacy

    A look at literacy in India using R | Descriptive statistics | Analysis on Literacy rate | Census 2011

    R 9

  4. House-Price-Prediction House-Price-Prediction Public

    A machine learning project using the Ames Housing Dataset to predict house prices with Multiple Regression models. Includes feature engineering, VIF analysis, and performance comparison using RMSE …

    Jupyter Notebook

  5. Diabetes-Prediction-Project Diabetes-Prediction-Project Public

    A machine learning project to predict diabetes risk using the Pima Indians Diabetes Dataset. Trained a Logistic Regression model with medical features such as glucose, BMI, age, and insulin. Includ…

    Jupyter Notebook

  6. sql-retail-data-analysis sql-retail-data-analysis Public

    SQL-based retail data analysis project focusing on customer behavior, product performance, sales trends, and revenue insights using real-world transactional datasets.