Random Password Maker & Strength Analyzer

A complete end‑to‑end data science project for generating strong random passwords and automatically classifying their strength (Weak / Medium / Strong) using multiple machine learning models and an interactive Jupyter UI.

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🚀 Project Overview

This project combines classic data science workflow with an interactive user interface:

• Generate random passwords based on user‑defined rules (length, letters, digits, symbols).
• Analyze password characteristics and strength using a labeled Kaggle dataset.
• Train and evaluate multiple classification models:
  • Logistic Regression
  • Random Forest Classifier
  • K‑Nearest Neighbors (KNN)
• Provide an interactive password strength checker that shows predictions from all models in real time.

The final result is a mini password lab where users can experiment with different password patterns and immediately see how machine learning models rate their strength.

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📂 Repository Structure

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├── ICAIL_Final_Graduation_Project_Random_Password_Maker.ipynb   # Main notebook (original)
├── ICAIL_Final_Graduation_Project_Random_Password_Maker_1.ipynb # Updated, full project notebook
├── passwords_dataset.csv                                       # Password dataset with strength labels
├── README.md                                                   # Project documentation (this file)
└── (optional) additional assets / figures