What Is Machine Learning? A Simple Beginner’s Guide
What Is Machine Learning? Machine Learning (ML) is one of the most important technologies behind modern Artificial Intelligence (AI). It allows computers to learn from data and improve their performance without being directly programmed for every single task. In simple words, machine learning teaches computers to recognize patterns, make predictions, and make decisions using information. How Does Machine Learning Work? Machine learning works by using data, algorithms, and computer systems. For example, if we show a computer thousands of pictures of cats and dogs, a machine learning model can learn the differences between them. After learning from enough examples, it may be able to identify whether a new picture contains a cat or a dog. The basic process includes: Collecting data – The computer needs information to learn from. Training the model – An algorithm analyzes the data and finds patterns. Testing – The model is tested using new information. Making predictions ...