Logic programming is a programming paradigm based on formal logic. In this approach, program statements express facts and rules about some problem domain in the form of logical relations. The primary characteristic of logic programming is the use of a declarative style, where the logic of the computation is expressed without describing its control flow. Common use cases include artificial intelligence applications, such as natural language processing, theorem proving, and expert systems, where reasoning and knowledge representation are crucial. Languages like Prolog are commonly used for logic programming, enabling the development of complex algorithms that can infer new information from existing knowledge.
Learn about L1 Regularization, a technique to prevent overfitting in machine learning by encouraging...
AI FundamentalsL2 Regularization is a technique used to prevent overfitting in machine learning by adding a penalty...
AI FundamentalsLabel smoothing is a technique used in deep learning to improve model generalization by softening ta...
AI FundamentalsDiscover the concept of language modeling in NLP, its characteristics, and common use cases.
AI Fundamentals