What is the primary purpose of Azure Machine Learning?
- Host web applications
- Build, train, and deploy machine learning models in the cloud ✓
- Store large datasets
- Manage virtual machines
Correct answer: Build, train, and deploy machine learning models in the cloud
Option B is correct because Azure Machine Learning is Microsoft's cloud platform specifically designed to build, train, validate, and deploy machine learning and AI models at scale, offering automated ML, pipelines, model registries, and deployment endpoints. Option A is incorrect because hosting web applications is the purpose of Azure App Service or Azure Static Web Apps, not Azure Machine Learning. Option C is incorrect because storing large datasets is the function of Azure Blob Storage, Azure Data Lake, or Azure SQL, which are distinct storage services. Option D is incorrect because managing virtual machines is handled by Azure Virtual Machines and related compute management tools, not Azure Machine Learning.
Topic: · azure machine learning, model training, mlops, ai-900