Kelegan | Tech Fluency for an Evolving World

Definition In machine learning and artificial intelligence, a loss function, also referred to as cost function, is a mathematical function that calculates the inconsistency or error between the predicted output of a model and the actual output. That…

Definition Machine intelligence is the ability of machines to replicate human cognitive intelligence like perceiving, learning, and making decisions, powered by advanced algorithms and sensors [1].  These systems employ both machine learning and dee…

Definition Machine Learning, usually referred to as ML, is a branch of artificial intelligence (AI) that centers on developing computer algorithms that learn and improve from data and experience. In other words, machine learning helps computers to l…

Definition Machine translation is a process that utilizes artificial intelligence to automatically translate text from one language to another without any human input. Today’s machine translation goes further than just simple word-to-word translatio…

Definition Mixture of experts (MoE) is a machine learning technique that splits an artificial intelligence (AI) model into different sub-networks or experts, each focusing on different aspects of the input data, working together to accomplish a task…

Definition An AI model is a program that has been trained on a set of data to detect patterns or make certain decisions autonomously with no human input. Artificial intelligence models employ various algorithms to data inputs to complete the tasks, …

Definition The goal of model compression centers on developing a reduced model from the original while maintaining accuracy. The simplified model is one that is reduced in size and/or latency from the original. A size reduction means that the compre…