machine-learning-platforms-compared.md

Features	AWS	GCP	Azure	Databricks
Data pipeline	Data Pipeline	Dataflow	Data Factory	Spark
Feature Store	Sagemaker Feature Store	---	---	---
Model Monitoring	Model Monitor	AI Platform	Azure Monitor	---
Experiment Management	SageMaker Experiments	MLFlow Tracking (Manual)	Azure ML Python SDK - MLFlow Tracking	MLFlow Tracking
Model versioning	Production Variants	Versions	Model registration	MLflow Model Registry
A/B Testing	Sagemaker	---	Controlled Rollout (Preview)	---
Model Serving	Sagemaker	AI Platform	Azure Machine Learning	MLFlow Model Serving
AutoML	Autopilot	Cloud AutoML	AutomatedML	---
Notebooks	Sagemaker Notebooks	AI Platform Notebooks	Microsoft Azure Notebooks	Notebooks
Labelling	Sagemaker Ground Truth	AI Platform Labelling Pre-GA	Azure Machine Learning	---