malakelyaagoubi95-alt/Moroccan-Real-Estate-Price-Prediction

End-to-End Data Analytics and AI project to analyze and predict real estate prices in Morocco. # Moroccan Real Estate Price Prediction 🏠📊 ## Overview This project is an end-to-end **Data Analytics & Machine Learning** solution to analyze the real estate market in Morocco and predict property prices. ## What I did in this project: * **Exploratory Data Analysis (EDA):** Visualized market trends using Seaborn and Matplotlib. * **Data Preprocessing:** Handled missing values and encoded categorical variables. * **Machine Learning:** Implemented a **Random Forest Regressor** to predict prices with high accuracy. * **Classification:** Categorized properties into 'Standard' and 'High-end' segments. ## Tech Stack: - Python (Pandas, Numpy, Scikit-learn) - Visualization (Matplotlib, Seaborn) - Jupyter Notebook