AWS Deep Learning AMIs vs. Amazon SageMaker Comparison


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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 Amazon SageMaker is an advanced machine learning service that provides an integrated environment for building, training, and deploying machine learning (ML) models. It combines tools for model development, data processing, and AI capabilities in a unified studio, enabling users to collaborate and work faster. SageMaker supports various data sources, such as Amazon S3 data lakes and Amazon Redshift data warehouses, while ensuring enterprise security and governance through its built-in features. The service also offers tools for generative AI applications, making it easier for users to customize and scale AI use cases. SageMaker’s architecture simplifies the AI lifecycle, from data discovery to model deployment, providing a seamless experience for developers.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Deep Learning solution that helps developers quickly build scalable, secure deep learning applications	Audience Machine learning engineers, data scientists, and organizations seeking to develop, deploy, and scale AI solutions efficiently and securely
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing Try free for two months Free Version Free Trial
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 Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Amazon Founded: 2006 United States aws.amazon.com/machine-learning/amis/	Company Information Amazon Founded: 1994 United States aws.amazon.com/sagemaker/
Alternatives AWS Neuron Amazon Web Services	Alternatives Gemini Enterprise Agent Platform Google
Horovod	Amazon Bedrock Amazon
Google Cloud Deep Learning VM Image Google	Dataiku
Fabric for Deep Learning (FfDL) IBM	Azure Machine Learning Microsoft
GPUonCLOUD View All	Amazon SageMaker Model Building Amazon View All
Categories AI Infrastructure AI/ML Model Training Deep Learning	Categories Agentic AI AI Development AI Fine-Tuning AI Governance AI Infrastructure AI Tools AI/ML Model Training Artificial Intelligence Data Catalog Data Governance Data Labeling Machine Learning ML Experiment Tracking ML Model Deployment ML Model Management
	Show More Features Data Labeling Features Human-in-the-loop Labeling Automation Labeling Quality Performance Tracking Polygon, Rectangle, Line, Point SDK Supports Audio Files Task Management Team Collaboration Training Data Management
Integrations AWS Neuron Amazon EC2 G5 Instances Amazon EC2 Inf1 Instances Amazon EC2 P4 Instances Amazon EC2 Trn1 Instances Amazon EC2 Trn2 Instances Amazon Web Services (AWS) AWS IoT AWS IoT Core Amazon Nova Forge Amazon SageMaker Data Wrangler Amazon SageMaker Feature Store Amazon SageMaker Model Deployment DataOps.live Domino Enterprise AI Platform Lemma Pinecone Rerank v0 Protegrity Superwise Wallaroo.AI Show More Integrations View All 9 Integrations	Integrations AWS Neuron Amazon EC2 G5 Instances Amazon EC2 Inf1 Instances Amazon EC2 P4 Instances Amazon EC2 Trn1 Instances Amazon EC2 Trn2 Instances Amazon Web Services (AWS) AWS IoT AWS IoT Core Amazon Nova Forge Amazon SageMaker Data Wrangler Amazon SageMaker Feature Store Amazon SageMaker Model Deployment DataOps.live Domino Enterprise AI Platform Lemma Pinecone Rerank v0 Protegrity Superwise Wallaroo.AI Show More Integrations View All 117 Integrations
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