What Is Machine Learning? A Simple Guide for Beginners
Machine learning (ML) is one of the most exciting and transformative technologies of our time — but what exactly is it? If you’ve ever used voice assistants like Siri or Alexa, gotten recommendations on Netflix, or relied on spam filters in your email, then you’ve already experienced machine learning in action. What Is Machine Learning? In simple terms, machine learning is a way for computers to learn from data without being explicitly programmed . Instead of writing step-by-step rules, programmers feed large amounts of data into an algorithm, which then learns patterns and makes decisions or predictions based on that data. How Does Machine Learning Work? Let’s break it down into a few basic steps: Collecting Data – The process starts with gathering data (like images, texts, or numbers). Training a Model – The data is used to "train" a model, helping it understand patterns. Making Predictions – Once trained, the model can make predictions or decisions based...