Introduction to AI and Machine Learning

# Introduction to AI and Machine Learning Artificial Intelligence and Machine Learning are transforming industries. Let's demystify these technologies. ## What is AI? AI is the simulation of human intelligence by machines. It includes: - Learning - Reasoning - Problem-solving - Perception ## Machine Learning Basics Machine Learning is a subset of AI that enables systems to learn from data. ### Types of Machine Learning 1. **Supervised Learning**: Learning from labeled data 2. **Unsupervised Learning**: Finding patterns in unlabeled data 3. **Reinforcement Learning**: Learning through trial and error ## Popular ML Frameworks - TensorFlow - PyTorch - Scikit-learn - Keras ## Real-World Applications - Image recognition - Natural language processing - Recommendation systems - Autonomous vehicles ## Getting Started Start with Python and basic statistics, then explore ML libraries and frameworks. ## Conclusion AI and ML are powerful tools that are becoming increasingly accessible to developers.