Google launches Vertex AI platform to help companies adopt machine learning operations
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Google LLC is helping companies embrace the idea of what’s known as machine learning operations with the launch of a new managed platform today that it says will accelerate the deployment and maintenance of artificial intelligence models.
MLOps is to machine learning what DevOps is to application development. With MLOps, the idea is to add discipline to the development and deployment of machine learning models by defining processes that make machine learning development more reliable and productive.
The discipline brings together all of the engineering pieces that are required to deploy, run and train AI models. That includes steps such as data collection, data verification, feature engineering, resource management, configuration, model analysis and so on.