Definition of Explainable Artificial Intelligence (XAI):Explainable Artificial Intelligence (XAI) refers to a set of processes and methods that make the outcomes of machine learning (ML) and artificial intelligence (AI) models understandable and interpretable to humans. XAI aims to address the…
Definition of Machine Learning Operations (MLOps):MLOps (Machine Learning Operations) is a set of practices that combine machine learning, DevOps, and data engineering principles to streamline and automate the deployment, monitoring, and management of machine learning models in production environments. It…
Definition of Machine Learning as a Service (MLaaS):Machine Learning as a Service (MLaaS) is a suite of cloud-based services and tools that provide machine learning (ML) functionalities. MLaaS platforms simplify the development, deployment, and management of ML models by offering…
Definition of Artificial Intelligence as a Service (AIaaS):Artificial Intelligence as a Service (AIaaS) refers to cloud-based platforms that provide pre-built AI tools and frameworks, enabling businesses to access and implement AI capabilities without the need for extensive infrastructure, in-house expertise,…
Definition of Artificial Intelligence for IT Operations (AIOps):Artificial Intelligence for IT Operations (AIOps) refers to the application of artificial intelligence (AI) and machine learning (ML) technologies to automate, enhance, and streamline IT operations. It integrates data from multiple IT environments…
Definition of Big Data Analytics (BDA):Big Data Analytics (BDA) is the process of examining and analyzing large, diverse datasets—referred to as “big data”—to uncover patterns, correlations, trends, and actionable insights. These datasets often exceed the capabilities of traditional data processing…
Definition of Human-Computer Interaction (HCI):Human-Computer Interaction (HCI) is the multidisciplinary study and practice of designing, developing, and improving the interaction between people (users) and computer systems. It aims to make technology more accessible, intuitive, and effective by focusing on the…
Definition of Application Programming Interface (API):An Application Programming Interface (API) is a set of rules and protocols that allow different software applications to communicate and interact with each other. APIs define the methods and data formats that applications can use…
Definition of Tensor Processing Unit (TPU):A Tensor Processing Unit (TPU) is a specialized hardware accelerator designed by Google specifically for machine learning (ML) and artificial intelligence (AI) workloads. Unlike general-purpose processors like CPUs and GPUs, TPUs are optimized to perform…
Definition of Graphics Processing Unit (GPU):A Graphics Processing Unit (GPU) is a specialized processor designed to accelerate the rendering of images, videos, and 3D graphics. Originally developed for rendering complex graphics in gaming and visualization, GPUs have evolved into powerful…
