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Understanding MLOps MLOps, short for Machine Learning Operations, is a discipline that focuses on the collaboration between data scientists and operations professionals to automate and improve the process of deploying machine learning models. It aims to bridge the gap between model development and p...
Understanding AIOps AIOps is a term coined by Gartner to describe the use of artificial intelligence to enhance IT operations. It involves the application of machine learning algorithms and big data analytics to automate and improve IT operations tasks, such as event correlation, anomaly detection, ...
What are DevOps Services? DevOps is a set of practices that combines software development (Dev) and IT operations (Ops) to shorten the development lifecycle and provide continuous delivery with high software quality. DevOps services encompass a range of tools, processes, and methodologies that facil...
What is WebRTC? WebRTC is an open-source project that provides web browsers and mobile applications with real-time communication capabilities via simple application programming interfaces (APIs). Developed by the World Wide Web Consortium (W3C) and the Internet Engineering Task Force (IETF), WebRTC ...
What is TestOps? TestOps is a strategic approach that focuses on optimizing the testing process by integrating it into the continuous integration and continuous delivery (CI/CD) pipeline. It emphasizes automation, collaboration, and communication among teams to ensure that testing is not a bottlenec...
The Evolution of DevSecOps Traditionally, security was often an afterthought in the software development process. Security teams would conduct assessments and audits only after the development phase was complete, leading to delays and increased costs. However, with the rise of cyber threats and the ...
What is GitOps? GitOps is a set of practices that use Git repositories as the source of truth for declarative infrastructure and applications. It extends the principles of DevOps by applying them to infrastructure management, ensuring that the entire system is version-controlled and auditable. The c...
Understanding NoOps: A Paradigm Shift NoOps is a term coined to describe a future where IT operations are fully automated, requiring minimal human intervention. The goal is to create an environment where developers can focus solely on writing code and delivering features, while the underlying infras...
What Are Algorithm Services? Algorithm services refer to the development, deployment, and management of algorithms that solve specific problems or perform particular tasks. These services are often provided by specialized companies or in-house teams that possess expertise in data science, machine le...
What is DataOps? DataOps, short for Data Operations, is an agile, process-oriented methodology aimed at improving the quality and reducing the cycle time of data analytics. It draws inspiration from DevOps, which revolutionized software development by fostering collaboration between development and ...