Amazon SageMaker AI
AI & ML Plane · ML Platforms & Lifecycle
AWS service for building, training and deploying machine learning models.
- Cloud service
AI & ML Plane · ML Platforms & Lifecycle
MLflow
Open-source platform for experiment tracking, model registry and GenAI evaluation, created by Databricks.
Other ml platforms & lifecycle tools
Azure Machine Learning
AI & ML Plane · ML Platforms & Lifecycle
Azure service covering the end-to-end machine learning lifecycle.
- Cloud service
Kubeflow
AI & ML Plane · ML Platforms & Lifecycle
Open-source toolkit for running machine learning workflows on Kubernetes.
- Open source
Vertex AI
AI & ML Plane · ML Platforms & Lifecycle
Google Cloud platform for building and deploying ML models and generative AI applications.
- Cloud service
Drafted with AI assistance and checked against the vendor’s own documentation.