ModelOps - Wikipedia
ModelOps (model operations) is a set of technology processes related to DevOps, but specifically geared to managing the lifecycle for machine learning and artificial intelligence (AI) models. ModelOps coordinates the activities between application and model development. It uses AutoAI and other technologies for model building, in concert with continuous integration and continuous deployment (CI/CD) to update the model on a regular basis. ModelOps defines the cadences between model behavior over time and the processes used to build, evaluate, and consume the models with the application development lifecycle. ModelOps uses the pipeline concept prevalent in computing processes, such as application development and artificial intelligence (AI) model development.
Jul-23-2020, 18:21:15 GMT