🧠 What is Machine Learning?
Machine Learning (ML) is a subset of artificial intelligence that enables systems to learn patterns from data without explicit programming. It's like teaching a computer to recognize cats in photos by showing it thousands of examples, rather than writing rules manually.
📊 Key Concepts
- Data Training: Feeding models with datasets to identify trends
- Predictive Modeling: Using patterns to make predictions
- Evaluation Metrics: Measuring model performance (e.g., accuracy, F1 score)
🚀 Applications of ML
- Image recognition (e.g., facial detection)
- Natural Language Processing (NLP)
- Recommendation systems (e.g., YouTube suggestions)
- Autonomous vehicles
📚 Learning Resources
- Advanced Machine Learning Concepts for deeper understanding
- Hands-on ML Projects to practice