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Average Ratings 13 Ratings

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support

Description

Amazon SageMaker Studio serves as a comprehensive integrated development environment (IDE) that offers a unified web-based visual platform, equipping users with specialized tools essential for every phase of machine learning (ML) development, ranging from data preparation to the creation, training, and deployment of ML models, significantly enhancing the productivity of data science teams by as much as 10 times. Users can effortlessly upload datasets, initiate new notebooks, and engage in model training and tuning while easily navigating between different development stages to refine their experiments. Collaboration within organizations is facilitated, and the deployment of models into production can be accomplished seamlessly without leaving the interface of SageMaker Studio. This platform allows for the complete execution of the ML lifecycle, from handling unprocessed data to overseeing the deployment and monitoring of ML models, all accessible through a single, extensive set of tools presented in a web-based visual format. Users can swiftly transition between various steps in the ML process to optimize their models, while also having the ability to replay training experiments, adjust model features, and compare outcomes, ensuring a fluid workflow within SageMaker Studio for enhanced efficiency. In essence, SageMaker Studio not only streamlines the ML development process but also fosters an environment conducive to collaborative innovation and rigorous experimentation. Amazon SageMaker Unified Studio provides a seamless and integrated environment for data teams to manage AI and machine learning projects from start to finish. It combines the power of AWS’s analytics tools—like Amazon Athena, Redshift, and Glue—with machine learning workflows.

Description

AWS is the leading provider of cloud computing, delivering over 200 fully featured services to organizations worldwide. Its offerings cover everything from infrastructure—such as compute, storage, and networking—to advanced technologies like artificial intelligence, machine learning, and agentic AI. Businesses use AWS to modernize legacy systems, run high-performance workloads, and build scalable, secure applications. Core services like Amazon EC2, Amazon S3, and Amazon DynamoDB provide foundational capabilities, while advanced solutions like SageMaker and AWS Transform enable AI-driven transformation. The platform is supported by a global infrastructure that includes 38 regions, 120 availability zones, and 400+ edge locations, ensuring low latency and high reliability. AWS integrates with leading enterprise tools, developer SDKs, and partner ecosystems, giving teams the flexibility to adopt cloud at their own pace. Its training and certification programs help individuals and companies grow cloud expertise with industry-recognized credentials. With its unmatched breadth, depth, and proven track record, AWS empowers organizations to innovate and compete in the digital-first economy.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Amazon SageMaker Yes 
Amazon SageMaker Data Wrangler Yes 
Amazon SageMaker Debugger Yes 
PyTorch Yes 
CloudDefense.AI No 
Discus Procure No 
ITmanager.net No 
Integra.Sky No 
Kali Linux No 
LendingWise No 
Mondoo No 
Oumi No 
Pipedream No 
Proofpoint Insider Threat Management No 
RestoreManager No 
Sequel No 
Token Security No 
Zuro No 
cineSync No 
schedule cloud No 

Integrations

Amazon SageMaker Yes 
Amazon SageMaker Data Wrangler Yes 
Amazon SageMaker Debugger Yes 
PyTorch Yes 
CloudDefense.AI Yes 
Discus Procure Yes 
ITmanager.net Yes 
Integra.Sky Yes 
Kali Linux Yes 
LendingWise Yes 
Mondoo Yes 
Oumi Yes 
Pipedream Yes 
Proofpoint Insider Threat Management Yes 
RestoreManager Yes 
Sequel Yes 
Token Security Yes 
Zuro Yes 
cineSync Yes 
schedule cloud Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) Yes 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

Amazon

Founded

1994

Country

United States

Website

aws.amazon.com/sagemaker/studio/

Vendor Details

Company Name

Amazon

Founded

1994

Country

United States

Website

aws.amazon.com

Product Features

IDE

Code Completion No 
Compiler No 
Cross Platform Support No 
Debugger No 
Drag and Drop UI No 
Integrations and Plugins No 
Multi Language Support No 
Project Management No 
Text Editor / Code Editor No 

Machine Learning

Deep Learning No 
ML Algorithm Library No 
Model Training No 
Natural Language Processing (NLP) No 
Predictive Modeling No 
Statistical / Mathematical Tools No 
Templates No 
Visualization No 

Product Features

Cloud Management

Access Control Yes 
Billing & Provisioning No 
Capacity Analytics Yes 
Cost Management No 
Demand Monitoring Yes 
Multi-Cloud Management Yes 
Performance Analytics Yes 
SLA Management No 
Supply Monitoring No 
Workflow Approval Yes 

Cloud Storage

Access Control Yes 
Archiving & Retention Yes 
Backup Yes 
Data Migration No 
Data Synchronization No 
Encryption No 
File Sharing Yes 
Version Control Yes 

DevOps

Approval Workflow No 
Dashboard No 
KPIs No 
Policy Management Yes 
Portfolio Management No 
Prioritization No 
Release Management No 
Timeline Management No 
Troubleshooting Reports No 

Infrastructure-as-a-Service (IaaS)

Analytics / Reporting No 
Configuration Management No 
Data Migration No 
Data Security No 
Load Balancing No 
Log Access No 
Network Monitoring No 
Performance Monitoring No 
SLA Monitoring No 

IT Management

Capacity Monitoring Yes 
Compliance Management Yes 
Event Logs No 
Hardware Inventory No 
IT Budgeting Yes 
License Management No 
Patch Management No 
Remote Access No 
Scheduling No 
Software Inventory No 
User Activity Monitoring Yes 

Server Management

CPU Monitoring Yes 
Credential Management No 
Database Servers Yes 
Email Monitoring No 
Event Logs Yes 
History Tracking Yes 
Patch Management No 
Scheduling No 
User Activity Monitoring No 
Virtual Machine Monitoring Yes 

Web Hosting

Cloud Hosting Yes 
DDOS Protection No 
Dedicated Hosting No 
Email Hosting No 
Managed Hosting No 
Multiple Datacenter Locations Yes 
Private SSL No 
SSD Storage No 
Server Backups Yes 
Shared Website Hosting No 
Unlimited Bandwidth Option No 
VPS No 
Website Builder No 

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