Train PNG and SVG Icon
AWS Train refers to the process of building and optimizing machine learning models using training data on services like SageMaker.
Last Modified: August 29, 2025
16px
32px
48px
64px
Details
Key Features
- Represents ML model training workloads.
- Supports multiple frameworks and compute options.
- Optimized for AWS infrastructure.
- Scales for large datasets.
Common Use Cases
- Running large-scale model training jobs
- Optimizing hyperparameters for better performance
- Training AI models with distributed computing
Explore More Icons
IoT ExpressLink
AWS IoT ExpressLink provides easy and secure connectivity to AWS IoT Core through hardware modules preloaded with AWS firmware.
Snowball Edge
AWS Snowball Edge adds compute capabilities to the Snowball data transfer device, supporting edge computing and local processing.
Command Line Interface
AWS Command Line Interface (CLI) is a tool that enables you to manage AWS services and resources through commands in your terminal.
Config
AWS Config enables you to assess, audit, and evaluate configurations of your AWS resources for compliance and security.
Billing Conductor
AWS Billing Conductor is a customizable billing service that helps service providers and resellers group accounts and define pricing models for accurate, consolidated billing.
Application Migration Service
AWS Application Migration Service (MGN) simplifies and accelerates the migration of physical, virtual, or cloud-based servers to AWS with minimal downtime.
Mainframe Modernization
AWS Mainframe Modernization provides tools and infrastructure to migrate, run, and modernize mainframe applications on AWS.
Support
AWS Support provides a range of plans to assist customers with their AWS environments, offering 24/7 technical support, best practices, and guidance from cloud experts.
WAF
AWS Web Application Firewall (WAF) helps protect web applications from common exploits and bots that can affect availability, security, or consume resources.
Elastic Kubernetes Service
Amazon Elastic Kubernetes Service (EKS) is a managed Kubernetes service that simplifies running Kubernetes on AWS without the need to install or operate your own clusters.
Shield
AWS Shield is a managed Distributed Denial of Service (DDoS) protection service that safeguards applications running on AWS with automatic detection and mitigation.
Console Mobile Application
The AWS Console Mobile Application allows you to view and manage a select set of AWS resources from your mobile device.
Control Tower
AWS Control Tower provides a guided setup to create a secure, multi-account AWS environment based on AWS best practices.
Elemental Delta
AWS Elemental Delta is a video delivery platform that enables content delivery customization and monetization for live and on-demand streams.
Elastic Transcoder
Amazon Elastic Transcoder is a media transcoding service in the cloud designed to convert media files into formats required by playback devices.
Elemental Link
AWS Elemental Link is a hardware device that connects a live video source to AWS Elemental MediaLive for high-quality, low-latency cloud-based encoding.
Simple Notification Service
Amazon Simple Notification Service (SNS) is a fully managed pub/sub messaging service for sending messages to subscribers over SMS, email, or other protocols.
Local Zones
AWS Local Zones bring compute, storage, and other services closer to large population centers to support latency-sensitive applications.
Security Hub
AWS Security Hub provides a comprehensive view of your security state in AWS by aggregating, organizing, and prioritizing security alerts and findings.
Deep Learning Containers
AWS Deep Learning Containers are Docker images pre-installed with deep learning frameworks for training and inference on Amazon ECS and EKS.
IoT Analytics
AWS IoT Analytics is a fully managed service that makes it easy to run and operationalize sophisticated analytics on massive volumes of IoT data.
Elemental MediaPackage
AWS Elemental MediaPackage prepares and protects video for delivery over the internet to connected devices.
Storage Gateway
AWS Storage Gateway connects on-premises software appliances with cloud-based storage, enabling hybrid storage and backup workflows.
Aurora
Aurora is a high-performance cloud-native relational database engine developed by AWS, compatible with MySQL and PostgreSQL.