SageMaker Studio Lab PNG and SVG Icon

Amazon SageMaker Studio Lab is a free ML development environment that provides Jupyter-based tools for experimenting with models and datasets.

Last Modified: August 29, 2025
AWS SageMaker Studio Lab icon in SVG and PNG
16px
32px
48px
64px

Details

Name
SageMaker Studio Lab
Category
Artificial Intelligence
Tags
SageMaker ML Jupyter development experimentation

Key Features

  • Free ML development environment from AWS.
  • Supports JupyterLab-based workflows.
  • Includes pre-configured ML frameworks.
  • Accessible without AWS account requirements.

Common Use Cases

  • Developing ML projects in a free cloud IDE
  • Experimenting with AI models before production
  • Collaborating on ML research


AWS Application Load Balancer icon in SVG and PNG

Application Load Balancer

An Application Load Balancer (ALB) automatically distributes incoming application traffic across multiple targets like EC2 instances, containers, and IP addresses.
AWS License Manager icon in SVG and PNG

License Manager

AWS License Manager helps you manage software licenses from vendors like Microsoft, SAP, and Oracle on AWS and on-premises.
AWS IoT ExpressLink icon in SVG and PNG

IoT ExpressLink

AWS IoT ExpressLink provides easy and secure connectivity to AWS IoT Core through hardware modules preloaded with AWS firmware.
AWS CloudWatch icon in SVG and PNG

CloudWatch

Amazon CloudWatch monitors AWS resources and applications, providing metrics, logs, and alarms for visibility and automation.
AWS Kinesis icon in SVG and PNG

Kinesis

Amazon Kinesis is a platform on AWS to collect, process, and analyze real-time streaming data at scale for insights and operational responses.
AWS Deep Learning AMIs icon in SVG and PNG

Deep Learning AMIs

AWS Deep Learning AMIs are pre-configured Amazon Machine Images optimized for ML frameworks such as TensorFlow, PyTorch, and MXNet.
AWS Thinkbox XMesh icon in SVG and PNG

Thinkbox XMesh

Thinkbox XMesh is a geometry caching system that optimizes complex animated geometry workflows in 3D applications.
AWS Glue icon in SVG and PNG

Glue

AWS Glue is a serverless data integration service that simplifies discovering, preparing, moving, and integrating data from various sources for analytics and ML.
AWS IoT Core icon in SVG and PNG

IoT Core

AWS IoT Core allows connected devices to securely interact with cloud applications and other devices, enabling scalable IoT solutions.
AWS Client VPN icon in SVG and PNG

Client VPN

AWS Client VPN is a managed client-based VPN service that enables secure access to AWS resources and on-premises networks.
AWS EMR icon in SVG and PNG

EMR

Amazon EMR (Elastic MapReduce) is a cloud big data platform for processing massive amounts of data using open-source tools like Apache Spark, Hive, and Hadoop.
AWS Cloud Development Kit icon in SVG and PNG

Cloud Development Kit

AWS Cloud Development Kit (CDK) is an open-source framework that enables developers to define cloud infrastructure using familiar programming languages.
AWS Redshift icon in SVG and PNG

Redshift

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud that enables fast querying and analytics across vast datasets.
AWS RoboMaker icon in SVG and PNG

RoboMaker

AWS RoboMaker is a service for developing, simulating, and deploying robotic applications using Robot Operating System (ROS) with cloud scalability.
AWS Infrastructure Composer icon in SVG and PNG

Infrastructure Composer

AWS Infrastructure Composer is a visual tool that helps developers create and deploy infrastructure using AWS CloudFormation templates more easily.
AWS Local Zones icon in SVG and PNG

Local Zones

AWS Local Zones bring compute, storage, and other services closer to large population centers to support latency-sensitive applications.
AWS CodeWhisperer icon in SVG and PNG

CodeWhisperer

Amazon CodeWhisperer is an AI coding companion that suggests real-time code snippets and helps developers write code faster and more securely.
AWS Activate icon in SVG and PNG

Activate

AWS Activate is a program designed to provide startups with free tools, resources, technical support, and AWS credits to help them grow and build on AWS.
AWS Kendra icon in SVG and PNG

Kendra

Amazon Kendra is an intelligent search service powered by machine learning that enables organizations to search unstructured data using natural language.
AWS Lake Formation icon in SVG and PNG

Lake Formation

AWS Lake Formation is a service that simplifies setting up a secure data lake by automating data ingestion, cleaning, cataloging, and access control.
AWS Bedrock icon in SVG and PNG

Bedrock

Amazon Bedrock is a fully managed service that allows you to build generative AI applications using foundation models from leading AI providers via an API.
AWS Maintenance Windows icon in SVG and PNG

Maintenance Windows

AWS Systems Manager Maintenance Windows lets you define a schedule for when to perform administrative tasks on your instances.
AWS FSx icon in SVG and PNG

FSx

Amazon FSx provides fully managed third-party file systems optimized for a range of workloads including Windows File Server, Lustre, NetApp, and OpenZFS.
AWS Fault Injection Service icon in SVG and PNG

Fault Injection Service

AWS Fault Injection Service is a fully managed chaos engineering service that helps you improve application resilience by injecting failures into your AWS workloads.