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What is Machine Learning?

Start optimizing employee costs such as Data Engineers, Data Analysts, and Cloud Engineers.

It defines an MLOps architecture used to manage and deploy machine learning (ML) models. Users (tenant accounts) can securely store server access information by accessing Azure Key Vault. When creating machine learning projects through the project wizard, the generated scripts are stored in Azure Storage and run on virtual machines via the Azure API. This ensures the automatic creation, updating, and management of models. This process not only enhances security but also enables the rapid and scalable deployment of ML models. With an experienced team like Cloud Devapps, these automation solutions increase your efficiency.

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  • Secure Data Management: Server access information is securely stored in Azure Key Vault.
  • Project and Script Management: Projects and scripts are stored in a centrally managed database.
  • Azure API Integration: Virtual machines are created via Azure API, and scripts are executed on these machines.
  • Continuous Monitoring and Updates: The MLOps process ensures the automatic updating and management of models.

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