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Machine Learning vs. Deep Learning: What’s the Real Difference?
Understanding Machine Learning and Deep Learning: Key Differences Explained When talking about artificial intelligence, two words always come up: machine learning and deep learning. Both are about making machines “learn on their own.” But if you look closer, there’s an important difference. What is Machine Learning? Machine learning is a technique where we give machines lots of data and tell them to “learn.” There are many ways to do this. For example, a decision tree makes decisions by branching out like a tree. K-nearest neighbors asks, “Who are your closest friends?” and uses their answers. Among these methods, there is also something called an artificial neural network . A neural network is a way of copying the structure of the brain’s nerve cells—neurons passing signals to each other. Neural Networks: Shallow vs. Deep But not all neural networks are “deep.” This is where the real difference begins. Early artificial neural networks were simple. Let’s say you sh...
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