In Azure Cognitive Services, what is the primary function of the Computer Vision API?
- Image and video analysis
- Sentiment analysis
- Speech recognition
- Text-to-speech conversion
The Computer Vision API in Azure Cognitive Services specializes in image and video analysis, extracting valuable insights from visual data.
How does Azure Machine Learning's Automated Machine Learning (AutoML) feature assist in model development?
- Automatic feature engineering
- Dataset labeling
- Hyperparameter tuning
- Model selection
Azure AutoML automates the process of hyperparameter tuning, optimizing the model's performance by systematically adjusting parameters.
Discuss the integration capabilities between Azure Logic Apps and Azure API Management.
- Azure API Gateway
- Azure Logic Connect
- Azure Service Bus
- Custom Connectors
Azure Logic Apps can integrate with Azure API Management using custom connectors, enabling seamless communication and coordination between the two services.
In data encryption, _______ is a method used in Azure to ensure data confidentiality and integrity.
- Always Encrypted
- Azure Confidential Computing
- Azure Key Vault
- Transparent Data Encryption (TDE)
Azure Confidential Computing is a method used in Azure for data encryption, ensuring both data confidentiality and integrity through secure enclaves.
Describe the advantages of Azure's HPC Cache in dealing with large datasets.
- Cost-effective storage
- Enhanced data consistency
- Improved data access
- Lower latency
Azure's HPC Cache offers advantages like lower latency, improving data access in scenarios dealing with large datasets, and ensuring efficient data consistency.
Implementing _______ on Azure Storage accounts helps to secure data at rest.
- Authentication
- Authorization
- Compression
- Encryption
Implementing Encryption on Azure Storage accounts ensures that data is secured at rest, protecting it from unauthorized access.
_______ is a key factor when designing network security architecture using NSGs and ASGs in Azure.
- Latency
- Redundancy
- Segmentation
- Throughput
Segmentation is crucial when designing network security architecture using Network Security Groups (NSGs) and Application Security Groups (ASGs) in Azure, ensuring a secure and controlled environment.
The _______ feature in AKS helps in load balancing traffic among pods.
- Azure Load Balancer
- Ingress Controller
- Network Security Group
- Virtual Network Peering
The Ingress Controller feature in AKS facilitates load balancing of traffic among pods, providing efficient routing and distribution.
Describe the role of Azure Machine Learning pipelines in managing the lifecycle of a machine learning project.
- Code versioning
- Data preparation
- End-to-end orchestration
- Model deployment
Azure Machine Learning pipelines facilitate end-to-end orchestration of a machine learning project, including data preparation, training, and deployment.
What is the role of Azure Blueprints in the governance of Azure resources?
- Application development
- Backup and recovery
- Resource scaling
- Standardized resource deployment
Azure Blueprints play a crucial role in governance by providing a way to orchestrate and deploy standardized sets of resources, ensuring compliance and best practices.