AWS Deep Learning AMIs vs. Azure Machine Learning Comparison


AWS Deep Learning AMIs Amazon	Azure Machine Learning Microsoft	+	+
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About AWS Deep Learning AMIs (DLAMI) provides ML practitioners and researchers with a curated and secure set of frameworks, dependencies, and tools to accelerate deep learning in the cloud. Built for Amazon Linux and Ubuntu, Amazon Machine Images (AMIs) come preconfigured with TensorFlow, PyTorch, Apache MXNet, Chainer, Microsoft Cognitive Toolkit (CNTK), Gluon, Horovod, and Keras, allowing you to quickly deploy and run these frameworks and tools at scale. Develop advanced ML models at scale to develop autonomous vehicle (AV) technology safely by validating models with millions of supported virtual tests. Accelerate the installation and configuration of AWS instances, and speed up experimentation and evaluation with up-to-date frameworks and libraries, including Hugging Face Transformers. Use advanced analytics, ML, and deep learning capabilities to identify trends and make predictions from raw, disparate health data.	About Accelerate the end-to-end machine learning lifecycle with Azure Machine Learning Studio. Empower developers and data scientists with a wide range of productive experiences for building, training, and deploying machine learning models faster. Accelerate time to market and foster team collaboration with industry-leading MLOps—DevOps for machine learning. Innovate on a secure, trusted platform, designed for responsible ML. Productivity for all skill levels, with code-first and drag-and-drop designer, and automated machine learning. Robust MLOps capabilities that integrate with existing DevOps processes and help manage the complete ML lifecycle. Responsible ML capabilities – understand models with interpretability and fairness, protect data with differential privacy and confidential computing, and control the ML lifecycle with audit trials and datasheets. Best-in-class support for open-source frameworks and languages including MLflow, Kubeflow, ONNX, PyTorch, TensorFlow, Python, and R.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Deep Learning solution that helps developers quickly build scalable, secure deep learning applications	Audience Data scientists, AI, and machine learning developers
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Amazon Founded: 2006 United States aws.amazon.com/machine-learning/amis/	Company Information Microsoft Founded: 1975 United States azure.microsoft.com/en-us/products/machine-learning/
Alternatives AWS Neuron Amazon Web Services	Alternatives Gemini Enterprise Agent Platform Google
Horovod	Amazon SageMaker Amazon
Google Cloud Deep Learning VM Image Google	Microsoft Foundry Microsoft
Fabric for Deep Learning (FfDL) IBM	TensorFlow
GPUonCLOUD View All	Huawei Cloud ModelArts Huawei Cloud View All
Categories AI Infrastructure Supported AI/ML Model Training Supported Deep Learning Supported	Categories AI Development Supported AI Governance Supported AI Infrastructure Supported Data Labeling Supported Machine Learning Supported ML Experiment Tracking Supported ML Model Deployment Supported ML Model Management Supported
	Show More Features Data Labeling Features Human-in-the-loop Supported Labeling Automation Supported Labeling Quality Supported Performance Tracking Supported Polygon, Rectangle, Line, Point Supported SDK Supported Supports Audio Files Supported Task Management Supported Team Collaboration Supported Training Data Management Supported Machine Learning Features Deep Learning Not Supported ML Algorithm Library Not Supported Model Training Not Supported Natural Language Processing (NLP) Not Supported Predictive Modeling Supported Statistical / Mathematical Tools Not Supported Templates Not Supported Visualization Not Supported
Integrations APERIO DataWise Not Supported AWS Marketplace Supported Amazon EC2 G5 Instances Supported Amazon EC2 P4 Instances Supported Amazon EC2 Trn2 Instances Supported Amazon Web Services (AWS) Supported Azure AI Search Not Supported Azure Database for MariaDB Not Supported Azure Marketplace Not Supported BotCore Not Supported Cranium Not Supported Evvox Not Supported Kedro Not Supported MLflow Not Supported ModelOp Not Supported New Relic Not Supported Omnisient Not Supported PuppyGraph Supported Slingshot Not Supported Superwise Not Supported Show More Integrations View All 9 Integrations	Integrations APERIO DataWise Supported AWS Marketplace Not Supported Amazon EC2 G5 Instances Not Supported Amazon EC2 P4 Instances Not Supported Amazon EC2 Trn2 Instances Not Supported Amazon Web Services (AWS) Not Supported Azure AI Search Supported Azure Database for MariaDB Supported Azure Marketplace Supported BotCore Supported Cranium Supported Evvox Supported Kedro Supported MLflow Supported ModelOp Supported New Relic Supported Omnisient Supported PuppyGraph Not Supported Slingshot Supported Superwise Supported Show More Integrations View All 23 Integrations
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