Introduction to Machine Learning

Machine Learning is revolutionizing how we solve complex problems. Let's explore the basics and how you can get started.

## What is Machine Learning?

Machine Learning is a subset of artificial intelligence that enables systems to learn and improve from experience without being explicitly programmed.

## Types of Machine Learning

### Supervised Learning The algorithm learns from labeled training data to make predictions.

### Unsupervised Learning The algorithm finds patterns in data without pre-existing labels.

### Reinforcement Learning The algorithm learns through trial and error using feedback from its own actions.

## Popular Applications

- Image recognition - Natural language processing - Recommendation systems - Autonomous vehicles

## Getting Started

Start with Python and libraries like scikit-learn, TensorFlow, or PyTorch.