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  1. Telco-Churn-Analysis Telco-Churn-Analysis Public

    Predicting churn among US telecom customers using Logistic Regression, Random Forest, Support Vector Machine and XG Boost in Python. Hyperparameter tuning using Random Grid search CV. Finding featu…

    Jupyter Notebook

  2. Loan-Default-Prediction Loan-Default-Prediction Public

    This project aims to provide a robust and accurate solution to the loan defaulting problem, helping financial institutions make more informed lending decisions and reduce their risk exposure.

    Jupyter Notebook

  3. Recommendation-Systems-Electronic-Dataset-from-Amazon Recommendation-Systems-Electronic-Dataset-from-Amazon Public

    Popularity based systems for popular items which are in trend right now, Collaberative Filtering (Item-Item) is used for the above customer based on the purchase history of other customers in the w…

    Jupyter Notebook

  4. Regression-Analysis-on-Drinking-Data Regression-Analysis-on-Drinking-Data Public

    Linear regression, VIF, Auto Correlation.

    R

  5. Sentiment-Analysis-US-Airline-Tweets Sentiment-Analysis-US-Airline-Tweets Public

    Jupyter Notebook

  6. An-Overview-of-Adaptive-Designs-in-Clinical-Trials An-Overview-of-Adaptive-Designs-in-Clinical-Trials Public

    The desired allocation proportion is assigning more patients to better treatments.

    R