What is Machine Learning?
Machine Learning is a subset of artificial intelligence (AI) that focuses on building systems that learn from data and improve their performance over time without being explicitly programmed. It enables applications such as predictive analytics, natural language processing, and computer vision.
Types of Machine Learning
- Supervised Learning: Involves training a model on a labeled dataset, which means that each training example is paired with an output label.
- Unsupervised Learning: Models train on data that does not have labeled responses, exploring the data’s underlying structure.
- Reinforcement Learning: Models interact with an environment and learn to perform actions that maximize some notion of cumulative reward.
