Rawan-Sotohy/DEPI_Projects

A collection of selected mini-projects and tasks completed as part of the Digital Egypt Pioneers Initiative, using real-world datasets. # DEPI Projects These are **some** selected machine learning projects and tasks completed during the **Digital Egypt Pioneers Initiative**. ## 📌 Projects ### 1. Heart Disease Prediction Built a classification model to predict the presence of heart disease based on medical data. ### 2. Spam Message Detection Developed a text classification model to identify spam messages. ### 3. Social Network Ads Used classification algorithms to predict user behavior based on social media ad interactions. --- ## 🔧 Tasks ### NBA Players Clustering Performed exploratory data analysis on NBA draft, player, and game statistics (1949–2020) using SQL queries and Python visualizations. --- ## 🧰 Tools & Tech - Python - Pandas, NumPy - Matplotlib, Seaborn - Scikit-learn - Jupyter Notebook ---