Top 5 Machine Learning Algorithms Every Beginner Should Know Machine Learning is everywhere these days! Whether it’s Siri understanding your questions, Netflix suggesting your next favorite show, or even your phone unlocking with your face — machine learning is behind it all. At the heart of it, ML is just a fancy way of helping computers learn from data so they can make smart decisions. And to do that, we use something called algorithms — basically, step-by-step instructions the computer follows to figure things out. If you’re just starting out in ML, getting a good grip on some core algorithms will really help you build a strong foundation. So let’s break down the top 5 machine learning algorithms that every beginner should know — in plain English. 1. Linear Regression – Predicting Numbers with a Line Linear Regression Algorithm Goal: Predict a continuous output (Y) from input features (X) Steps: Initialize coefficients (weights) for the linear equation. For each...
How Everyday Life Is Being Changed by Machine Learning Not only in science fiction, but in our own world, machines are becoming increasingly intelligent. From using your face to unlock your phone to receiving remarkably accurate Netflix recommendations, machine learning (ML) is subtly improving the speed, ease, and personalisation of daily life. However, what is machine learning? Machine learning: What is it? To put it simply, machine learning is a form of artificial intelligence that enables computers to learn from data and enhance their functionality without explicit programming. Machines are given vast amounts of data and use algorithms to find patterns, forecast outcomes, and make decisions rather than being given detailed instructions. Consider it similar to teaching a child: if you show them enough images of dogs and cats, they will eventually be able to distinguish between the two on their own. ML models perform precisely that, albeit more quickly and with far larger datas...