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Description
Enhance machine learning model performance by capturing real-time training metrics and issuing alerts for any detected anomalies. To minimize both time and expenses associated with the training of ML models, the training processes can be automatically halted upon reaching the desired accuracy. Furthermore, continuous monitoring and profiling of system resource usage can trigger alerts when bottlenecks arise, leading to better resource management. The Amazon SageMaker Debugger significantly cuts down troubleshooting time during training, reducing it from days to mere minutes by automatically identifying and notifying users about common training issues, such as excessively large or small gradient values. Users can access alerts through Amazon SageMaker Studio or set them up via Amazon CloudWatch. Moreover, the SageMaker Debugger SDK further enhances model monitoring by allowing for the automatic detection of novel categories of model-specific errors, including issues related to data sampling, hyperparameter settings, and out-of-range values. This comprehensive approach not only streamlines the training process but also ensures that models are optimized for efficiency and accuracy.
Description
CloudAvocado is designed to enhance your AWS workload efficiency while optimizing costs effectively. It offers a set of tools that enable you to maximize your resource utilization without adding unnecessary complexity. By bridging the gaps across different AWS accounts and business units, you can gain valuable insights into resources that are either unused or underused, potentially reducing expenses by an impressive 30-70%.
Transform your usage data into an easily understandable format and streamline your spending with CloudAvocado. This platform was developed to make the oversight of your cloud assets and expenditures more straightforward. We equip you with the necessary tools to fully leverage your resources while minimizing complications. With comprehensive visibility into all your resources across every region, you can manage them more efficiently and quickly locate what you need without the frustration of tracking down which region holds a specific resource. Now, everything is accessible in a single, convenient location, allowing for greater efficiency in cloud management.
API Access
Has API
API Access
Has API
Integrations
Amazon Web Services (AWS)
AWS Lambda
Amazon Aurora
Amazon CloudWatch
Amazon EC2
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Amazon RDS
Amazon SageMaker
Amazon SageMaker Studio
Integrations
Amazon Web Services (AWS)
AWS Lambda
Amazon Aurora
Amazon CloudWatch
Amazon EC2
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Amazon RDS
Amazon SageMaker
Amazon SageMaker Studio
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$49
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Amazon
Founded
1994
Country
United States
Website
aws.amazon.com/sagemaker/debugger/
Vendor Details
Company Name
CloudAvocado
Founded
2021
Country
United States
Website
cloudavocado.com
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization
Product Features
Cloud Cost Management
Cost Reduction Optimization
Dashboard
Data Import/Export
Data Storage
Data Visualization
Resource Usage Reporting
Roles / Permissions
Spend and Cost Reporting
Cloud Management
Access Control
Billing & Provisioning
Capacity Analytics
Cost Management
Demand Monitoring
Multi-Cloud Management
Performance Analytics
SLA Management
Supply Monitoring
Workflow Approval