What is MLOps? – Benefits, Start with MLOps and DevOps vs. MLOps - Big Data Analytics News

McKinsey reports AI adopters with a proactive strategy achieve significantly higher profit margins -- between 3% and 15% above the industry average. Today, two-thirds of executives cite AI as vital to the future of their business, with plans to increase investments this year. As a result, IDC reports the global AI market is forecast to accelerate further in 2022 with 18.8% growth and remain on track to break the $500 billion mark by 2024. MLOps--machine learning operations, or DevOps for machine learning--enables data science and IT teams to collaborate and increase the pace of model development and deployment via monitoring, validation, and governance of machine learning models. MLOps, or machine learning operations, refers to the process and tooling of consistently developing, deploying and maintaining reliable, responsible AI.