What is Machine Learning? At its core, Machine Learning is a subset of AI that allows computers to learn from data and improve over time, without being explicitly programmed. Think of it as teaching a computer to recognize patterns, make decisions, and predict outcomes based on data. Machine learning is about creating systems that can automatically learn from experience and adapt their behavior based on new information. The more data the system is exposed to, the more accurate its predictions and decisions become. How Does Machine Learning Work? Machine learning algorithms are trained using large datasets. The goal of the algorithm is to learn patterns from the data so it can make predictions on new, unseen data. Here's a simple analogy: Training a dog : Imagine you want to train a dog to recognize the command "sit". You show the dog multiple times what "sit" means by reinforcing the behavior with rewards. Over time, the dog learns that sitting in response ...
Artificial Intelligence
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