A healthcare company wants to use Azure Machine Learning to predict patient readmission risks. What features of Azure Machine Learning would be most beneficial for this task?
- Automated Machine Learning
- Azure Machine Learning Compute
- Azure Machine Learning Pipelines
- Azure Machine Learning Studio
Automated Machine Learning in Azure facilitates the automatic selection of models and hyperparameters, streamlining the process of predicting patient readmission risks.
_______ technology in Azure HPC is critical for handling parallel processing tasks efficiently.
- Fiber Channel
- InfiniBand
- NVMe (Non-Volatile Memory Express)
- RDMA (Remote Direct Memory Access)
RDMA (Remote Direct Memory Access) technology is crucial in Azure High-Performance Computing (HPC) for efficient handling of parallel processing tasks.
Explain how Azure Functions supports serverless computing in a microservices architecture.
- Automatic scaling
- Event-driven execution
- Manual resource provisioning
- Persistent server instances
Azure Functions leverages event-driven execution to support serverless computing, automatically scaling resources based on demand without the need for persistent server instances.
In Azure DevOps, what is a fundamental purpose of implementing CI/CD pipelines?
- Automated testing
- Continuous monitoring
- Efficient deployment
- Resource provisioning
CI/CD pipelines in Azure DevOps aim to achieve efficient and automated deployment processes, ensuring rapid and reliable delivery of software applications.
Explain the significance of policy expressions in Azure API Management.
- Custom logging
- Dynamic response modification
- Rate limiting
- Request authentication
Policy expressions in Azure API Management allow dynamic configuration of rate limiting, controlling the flow of API requests to enhance security and efficiency.
In Enterprise-Scale Architecture, how does Azure's Content Delivery Network (CDN) enhance user experience and performance?
- Container orchestration
- Dynamic content caching
- Global distribution of static assets
- Multi-region failover
Azure CDN enhances user experience by globally distributing static assets, reducing latency, and optimizing content delivery for improved performance.
What is the primary use of Azure PowerShell in managing Azure resources?
- Resource Billing
- Resource Deletion
- Resource Monitoring
- Resource Provisioning
Azure PowerShell is primarily used for resource provisioning, allowing users to create, modify, and manage Azure resources through PowerShell scripts.
A company needs a cost-effective Azure storage solution for their cold data that is rarely accessed but must be preserved for a long period. Which Azure storage service should they choose?
- Azure Blob Storage
- Azure File Storage
- Azure Queue Storage
- Azure Table Storage
Azure Blob Storage is the optimal choice for cold data due to its cost-effectiveness and ability to store large amounts of unstructured data for long durations.
Azure _______ services enable secure and isolated execution of code in Azure environments.
- Container
- IaaS
- PaaS
- Serverless
Azure Serverless services, such as Azure Functions, enable the secure execution of code without the need for managing infrastructure, promoting scalability and cost-effectiveness.
Which Azure service helps in estimating the cost of Azure products and services before they are deployed?
- Azure Advisor
- Azure Cost Management + Billing
- Azure Pricing Calculator
- Azure Resource Manager
The Azure Pricing Calculator assists in estimating the cost of Azure products and services, helping users plan their budget before deployment.
Azure _______ is essential for creating private networks within the Azure cloud in Advanced Networking Solutions.
- ExpressRoute
- Load Balancer
- Traffic Manager
- Virtual Network
Azure Virtual Network is crucial for establishing private networks within Azure, providing isolation and advanced networking capabilities.
To maintain compliance, Azure _______ continuously assesses the Azure environment against various compliance standards.
- Advisor
- Monitor
- Policy
- Security Center
Azure Security Center is the feature responsible for continuously assessing the Azure environment against various compliance standards to ensure compliance and security.