Which service enables deploying and managing machine learning models in Azure?
a) Azure Machine Learning
b) Azure Cognitive Services
c) Azure Data Lake
d) Azure API Management
Answer:
a) Azure Machine Learning
Explanation:
Azure Machine Learning is a fully managed service that enables data scientists and developers to build, train, deploy, and manage machine learning models. It supports a wide range of frameworks, such as TensorFlow, PyTorch, and Scikit-learn, and provides tools for automating model training and tuning.
The service also includes capabilities for monitoring and managing models in production environments, ensuring scalability, high availability, and security. Azure Machine Learning integrates with Azure Synapse Analytics and other Azure services for data preparation and deployment.
This service is commonly used for developing AI solutions, predictive analytics, and data-driven applications that require machine learning models.