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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
Global 100 companies trust GRAX to enable them to:
✔ Maintain 100% Digital Chain of Custody
✔ Take ownership and control of all Salesforce backup and archive data
✔ Backup, archive, and recover multiple Salesforce Orgs
✔ Reduce storage costs and improve Org performance
✔ Reuse backup/archive data in analytics & reporting
✔ Track manually deleted data
✔ Bring historical Salesforce data into data warehouses
✔ Report on multiple orgs in tools like Tableau
✔ Improve global compliance and governance
✔ Make better predictions through reporting
✔ Answer business questions with their data
Your Salesforce backup and archive data has strategic value. GRAX helps you maximize that value by letting you reuse your history to ADAPT FASTER.
API Access
Has API
No
API Access
Has API
Yes
Integrations
AWS Glue
Yes
Amazon EMR
Yes
Amazon SageMaker
Yes
Amazon SageMaker Data Wrangler
Yes
Amazon SageMaker Debugger
Yes
Amazon Web Services (AWS)
Yes
Jupyter Notebook
Yes
PyTorch
Yes
Salesforce
No
TensorFlow
Yes
Integrations
AWS Glue
No
Amazon EMR
No
Amazon SageMaker
No
Amazon SageMaker Data Wrangler
No
Amazon SageMaker Debugger
No
Amazon Web Services (AWS)
No
Jupyter Notebook
No
PyTorch
No
Salesforce
Yes
TensorFlow
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
$9,000/mo per Salesforce Org
Includes unlimited Salesforce users
Free Trial
Yes
Free Version
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
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
GRAX
Founded
2018
Country
United States
Website
www.grax.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
Archiving
Access Control
No
Data Deduplication
No
Document Management
Yes
Email Archiving
Yes
Multimedia Archiving
Yes
Retention Management
No
Storage Management
Yes
Version Control
Yes
Web Archiving
Yes
eDiscovery
No
Backup
Backup Log
Yes
Backup Scheduling
Yes
Cloud Backup
Yes
Compression
No
Continuous Backup
Yes
Encryption
Yes
Incremental Backup
Yes
Local Server Options
No
Remote Server Options
No
Secure Data Storage
Yes
Web Access / Restoration
Yes
Business Continuity
Backup Log
Yes
Backup Scheduling
Yes
Compression
No
Continuous Backup
Yes
Encryption
Yes
Incremental Backup
Yes
Local Server Options
No
Multiple System Support
Yes
Remote Server Options
No
Secure Data Storage
Yes
Web Access / Restoration
Yes
Cloud Management
Access Control
Yes
Billing & Provisioning
No
Capacity Analytics
Yes
Cost Management
No
Demand Monitoring
No
Multi-Cloud Management
Yes
Performance Analytics
No
SLA Management
No
Supply Monitoring
No
Workflow Approval
No
Data Governance
Access Control
Yes
Data Discovery
Yes
Data Mapping
No
Data Profiling
Yes
Deletion Management
Yes
Email Management
Yes
Policy Management
No
Process Management
No
Roles Management
Yes
Storage Management
Yes
