What is inference?

Inference, in the context of artificial intelligence and machine learning, refers to the process of using trained machine learning models to make predictions or decisions on new, unseen data. It's the stage where the model applies what it has learned from the training data to real-world scenarios. Common uses include image recognition, natural language processing (like sentiment analysis or chatbots), fraud detection, and recommendation systems.