Azure ML Pipelines

Azure ML Pipelines is a cloud-based service designed for orchestrating machine learning workflows. It allows developers to automate their ML processes efficiently.

Key Features

• Pay-as-you-go pricing model
• Scalable compute resources
• Integration with Azure services
• Support for various ML frameworks
• User-friendly interface
• Collaboration capabilities

Pros

• Flexible pricing based on actual usage
• High scalability for large projects
• Seamless integration with Azure ecosystem
• Strong community support
• User-friendly for both beginners and experts

Cons

• Can become expensive with high usage
• Complex setup for advanced features
• Limited offline capabilities
• Learning curve for new users
• Occasional performance lags with large datasets