“…First, a comprehensive review is conducted of the publicly available ground-level air monitoring data for the selected countries, including their geographic coverage, data quality, comparability, etc. …”

Tabla de Contenidos: “…Creating a custom role for Azure Machine Learning -- Authenticating with application identities -- Creating a service principal -- Working with managed identities -- Enhancing access security -- Conditional Access -- PIM -- Azure Key Vault -- Summary -- Chapter 7: Managing and Securing Your Azure Machine Learning Workspace -- Technical requirements -- Exploring network security -- Creating a VNet -- Securing the workspace -- Securing associated resources -- Validating connectivity -- Working with Azure Machine Learning compute -- Securing compute instances -- Securing compute clusters -- Managing container registries and containers -- Securing images with Azure Container Registry -- Working with ML endpoints -- Summary -- Chapter 8: Managing and Securing the MLOps Life Cycle -- Technical requirements -- Working with MLOps in Azure Machine Learning -- Leveraging IaC -- Combining IaC with Azure Machine Learning -- Implementing CI/CD -- Working with Azure DevOps -- Exploring event-driven workflows in Azure -- Exploring Event Grid -- Working with events in Azure Machine Learning -- Discovering event handlers in Azure -- Summary -- Chapter 9: Logging, Monitoring, and Threat Detection -- Technical requirements -- Enabling logging and configuring data retention for Azure services -- Working with Azure Monitor -- Enabling diagnostic settings -- Working with alerts -- Working with Application Insights -- Visualizing the data -- Securing resources with Microsoft Defender -- Improving our security posture -- Exploring threat management with Sentinel -- Summary -- Part 4: Best Practices for Enterprise Security in Azure Machine Learning -- Chapter 10: Setting a Security Baseline for Your Azure Machine Learning Workloads -- Setting a baseline for Azure Machine Learning -- Discovering services for added security -- Exploring an example solution architecture…”

Enlace del recurso

Acceso a copia digital - BiDiCap

Materias: “…Environmental monitoring Developing countries Remote sensing Periodicals…”

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