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1. CodeBook-Social-Network-Analysis CodeBook-Social-Network-Analysis Public

   A Python project that loads, cleans and analyzes social-network style data. It includes two simple recommendation systems: People You May Know and Pages You Might Like.

   Jupyter Notebook

2. House-Price-Prediction-ML House-Price-Prediction-ML Public

   Predict house sale prices using Linear Regression with preprocessing, evaluation and visualizations.

   Jupyter Notebook

3. Employee-turnover-prediction Employee-turnover-prediction Public

   Employee Turnover Prediction using Logistic Regression with L1 & L2 regularization + hyperparameter tuning (GridSearchCV).

   Jupyter Notebook

4. iris-species-prediction iris-species-prediction Public

   Iris flower classification using KNN, Logistic Regression, and Naive Bayes with hyperparameter tuning and ROC-AUC evaluation.

   Jupyter Notebook

5. creditwise-loan-approval-system creditwise-loan-approval-system Public

   ML-powered loan approval prediction system using applicant financial & credit history data.

   Jupyter Notebook

6. instagram-data-analysis instagram-data-analysis Public

   Parse unstructured Instagram-style text data into JSON/CSV and perform analytics using Python.

   Python