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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

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

Screenshots View All

Screenshots View All

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
Amazon SageMaker Unified Studio
Change Healthcare Data & Analytics
Keras
MXNet
MongoDB Atlas
PyTorch
TensorFlow

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
Amazon SageMaker Unified Studio
Change Healthcare Data & Analytics
Keras
MXNet
MongoDB Atlas
PyTorch
TensorFlow

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

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