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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Easily monitor and manage application errors in just a few minutes using Airbrake, a powerful solution for error detection and monitoring. This efficient tool allows users to swiftly pinpoint, evaluate, and rectify issues, providing insights into parameters, stack traces, impacted users, and additional details. With its comprehensive dashboards, Airbrake simplifies error tracking and management significantly. Moreover, users can access Airbrake through its mobile-optimized web application, ensuring that they can stay informed and address issues on-the-go. This flexibility enhances the overall user experience and contributes to faster resolution times.

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.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

AWS Lambda No 
AlertOps Yes 
Amazon CloudWatch No 
Amazon SageMaker Studio No 
Amazon SageMaker Unified Studio No 
Blink Yes 
BugHerd Yes 
Callgoose SQIBS Yes 
Idobata Yes 
Jira Yes 
MXNet No 
MangoApps Yes 
PyTorch No 
Slack Yes 
Workato Yes 
Workers by Delos Yes 
Wufoo Yes 
Zapier Yes 
imgproxy Yes 

Integrations

AWS Lambda Yes 
AlertOps No 
Amazon CloudWatch Yes 
Amazon SageMaker Studio Yes 
Amazon SageMaker Unified Studio Yes 
Blink No 
BugHerd No 
Callgoose SQIBS No 
Idobata No 
Jira No 
MXNet Yes 
MangoApps No 
PyTorch Yes 
Slack No 
Workato No 
Workers by Delos No 
Wufoo No 
Zapier No 
imgproxy No 

Pricing Details

$49.00/month
Starting price $59.00/month
Free Trial Yes 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App Yes 
iPad App Yes 
Android App Yes 
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 Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

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

Types of Training

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

Types of Training

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

Vendor Details

Company Name

Airbrake

Country

United States

Website

airbrake.io

Vendor Details

Company Name

Amazon

Founded

1994

Country

United States

Website

aws.amazon.com/sagemaker/debugger/

Product Features

Application Development

Access Controls/Permissions Yes 
Code Assistance No 
Code Refactoring Yes 
Collaboration Tools Yes 
Compatibility Testing Yes 
Data Modeling Yes 
Debugging Yes 
Deployment Management Yes 
Graphical User Interface No 
Mobile Development No 
No-Code No 
Reporting/Analytics Yes 
Software Development Yes 
Source Control Yes 
Testing Management No 
Version Control No 
Web App Development Yes 

Product Features

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 

Alternatives