By Chris Kang
Jul 21, 2021
Just when government agencies were getting accustomed to integrating DevOps practices into their workflows, a new “Ops” has emerged: MLOps, a practice Deloitte has named one of the key government technology trends for 2021. So what is MLOps, and why should government agencies care about it?
MLOps brings together data scientists, developers and IT operations professionals to efficiently deliver machine learning models into production. Consider MLOps a subclass of DevOps: It extends and applies DevOps concepts to ML code, improving the quality of artificial intelligence-powered applications and reducing the time it takes to go from idea to deployment.