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Agadir House Prices Prediction
A comprehensive machine learning solution that estimates real estate prices in Agadir using advanced Gradient Boosting algorithms. Features include automated data collection through web scraping, REST API integration via Flask, and Docker containerization for seamless deployment. The system achieved 89% prediction accuracy through rigorous feature engineering and hyperparameter tuning.
Tech Stack
Core Technologies
PythonMachine LearningFlask
Additional Technologies
Scikit-learnPandasDockerBeautifulSoupPostgreSQLCI/CD
Project Highlights
Key Features
- Real-time price predictions
- Automated data pipeline
- Production-ready API
Technical Details
- Built with Python, Machine Learning, Flask
- 6+ supporting technologies
- Category: DATA SCIENCE