Executive Summary
Machine Learning (ML) is the engine that powers modern AI solutions. This article breaks down complex ML concepts into digestible insights for business professionals, explaining how ML differs from traditional programming and how different types of ML can solve various business challenges.
Understanding Machine Learning: The Basics
What is Machine Learning?
Machine Learning is a subset of AI that enables systems to learn and improve from experience without being explicitly programmed. Think of it as teaching a computer to recognize patterns and make decisions, similar to how humans learn from experience.
Key Components of Machine Learning
- Data: The foundation of all ML systems
- Algorithms: The learning methods
- Training: The learning process
- Predictions/Decisions: The output
