SageMaker AI PNG and SVG Icon
Amazon SageMaker is a fully managed service that enables developers and data scientists to build, train, and deploy ML models at scale.
Last Modified: August 29, 2025
16px
32px
48px
64px
Details
Key Features
- Comprehensive platform for building and deploying ML models.
- Supports end-to-end ML workflows.
- Integrates with multiple data sources and tools.
- Optimized for scalability and cost-efficiency.
Common Use Cases
- Training and deploying AI models at scale
- Running automated machine learning experiments
- Integrating AI models into business workflows
Explore More Icons
Training Certification
AWS Training and Certification helps individuals and teams build cloud skills through digital and classroom training, and validate expertise with industry-recognized certifications.
Service Catalog
AWS Service Catalog allows organizations to create and manage approved catalogs of IT services for AWS use.
Application Discovery Service
AWS Application Discovery Service helps you plan migration projects by collecting usage and configuration data from your on-premises servers.
Certificate Manager
AWS Certificate Manager (ACM) lets you easily provision, manage, and deploy public and private SSL/TLS certificates for secure web applications.
Network Load Balancer
Network Load Balancer (NLB) handles millions of requests per second, enabling ultra-low-latency load balancing at the connection level.
Personalize
Amazon Personalize is a real-time personalization and recommendation service powered by the same technology used at Amazon.com.
Savings Plans
AWS Savings Plans is a flexible pricing model that offers lower prices on AWS usage, in exchange for a commitment to a consistent amount of usage (measured in $/hour) over a 1 or 3-year term.
Data Lake
AWS Data Lake is a centralized, scalable, and secure data repository that allows you to store and analyze all your structured and unstructured data.
Template
AWS CloudFormation Templates are JSON or YAML files that define the resources and configurations to be provisioned in a stack.
Secrets Manager
AWS Secrets Manager helps you securely store, retrieve, rotate, and manage access to sensitive information such as database credentials and API keys.
Network Firewall
AWS Network Firewall is a managed service that deploys essential network protections for your VPC, including deep packet inspection and intrusion prevention.
Elemental MediaConvert
AWS Elemental MediaConvert is a file-based video transcoding service with broadcast-grade features for multiscreen content delivery.
Simple Queue Service
Amazon Simple Queue Service (SQS) is a fully managed message queuing service that enables decoupling and scaling of microservices and distributed systems.
Maintenance Windows
AWS Systems Manager Maintenance Windows lets you define a schedule for when to perform administrative tasks on your instances.
CloudHSM
AWS CloudHSM provides hardware security modules in the AWS Cloud to generate and use your own encryption keys with FIPS 140-2 Level 3 compliance.
Nitro Enclaves
AWS Nitro Enclaves are isolated EC2 environments that enhance security by creating trusted execution environments for sensitive data processing.
IoT Device Defender
AWS IoT Device Defender is a fully managed service that helps secure your fleet of IoT devices by continuously auditing and monitoring security policies.
Elastic Cache for Redis
Elastic Cache for Redis is a fully managed Redis service by AWS that provides sub-millisecond latency for real-time applications.
Bucket With Object
The Bucket with Object icon represents an Amazon S3 bucket that contains stored data objects, illustrating object-level cloud storage.
Private 5G
AWS Private 5G enables you to set up and scale your own private cellular network with plug-and-play hardware and software.
Forecast
Amazon Forecast is a fully managed service that uses machine learning to generate accurate time series forecasts based on historical data.
Neuron
AWS Neuron is a software development kit (SDK) that enables running high-performance ML models on AWS Inferentia-based instances.
Add on
AWS Add-ons are enhancements or extensions that can be applied to AWS services, often in managed environments like EKS, to provide additional functionality.
Elemental Delta
AWS Elemental Delta is a video delivery platform that enables content delivery customization and monetization for live and on-demand streams.