Machine Learning Models

Practice Project

Built several beginner-friendly machine learning models in Google Colab, exploring different datasets and prediction techniques. Projects included:
❤️ Heart Health Prediction – Identifying potential heart disease risks.
🩸 Diabetes Check – Predicting diabetes likelihood based on health metrics.
⛏️ Mine vs Stone Classification – Distinguishing between mines and stones using sonar data.

Key skills developed

📊 Data Preprocessing – Cleaning and preparing datasets.
📈 Model Training – Implementing classification models
🧠 Machine Learning Basics – Understanding algorithms like Logistic Regression & Decision Trees
🛠️ Google Colab Usage – Running experiments in a cloud-based environment..

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