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What is Umbrelly Cloud?

Umbrelly Cloud is a platform focused on optimizing AWS usage to lower cloud costs significantly. By utilizing shared AWS plans, it can deliver savings of up to 25%, providing a competitive edge for its users. On average, customers experience cost reductions of about 19.3%, all while maintaining high performance and service quality. The automated optimization process employed by Umbrelly guarantees adherence to AWS Terms and Conditions, ensuring a smooth user experience. Moreover, Umbrelly Cloud not only facilitates substantial financial savings but also enhances resource utilization, leading to better financial predictability for businesses. This dual benefit makes it an appealing choice for organizations looking to optimize their cloud expenditures.

What is Amazon SageMaker Model Monitor?

Amazon SageMaker Model Monitor allows users to select particular data for oversight and examination without requiring any coding skills. It offers a range of features, including the ability to monitor prediction outputs, while also gathering critical metadata such as timestamps, model identifiers, and endpoints, thereby simplifying the evaluation of model predictions in conjunction with this metadata. For scenarios involving a high volume of real-time predictions, users can specify a sampling rate that reflects a percentage of the overall traffic, with all captured data securely stored in a designated Amazon S3 bucket. Additionally, there is an option to encrypt this data and implement comprehensive security configurations, which include data retention policies and measures for access control to ensure that access remains secure. To further bolster analysis capabilities, Amazon SageMaker Model Monitor incorporates built-in statistical rules designed to detect data drift and evaluate model performance effectively. Users also have the ability to create custom rules and define specific thresholds for each rule, which provides a personalized monitoring experience that meets individual needs. With its extensive flexibility and robust security features, SageMaker Model Monitor stands out as an essential tool for preserving the integrity and effectiveness of machine learning models, making it invaluable for data-driven decision-making processes.

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Integrations Supported

Amazon SageMaker
Amazon Web Services (AWS)
AWS Lambda
Amazon EC2
Amazon ElastiCache
Amazon Elastic Block Store (EBS)
Amazon OpenSearch Service
Amazon RDS
Amazon Redshift

Integrations Supported

Amazon SageMaker
Amazon Web Services (AWS)
AWS Lambda
Amazon EC2
Amazon ElastiCache
Amazon Elastic Block Store (EBS)
Amazon OpenSearch Service
Amazon RDS
Amazon Redshift

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Umbrelly.cloud

Date Founded

2022

Company Location

United States

Company Website

umbrelly.cloud/

Company Facts

Organization Name

Amazon

Date Founded

2006

Company Location

United States

Company Website

aws.amazon.com/sagemaker/model-monitor/

Categories and Features

Cloud Cost Management

Cost Reduction Optimization
Dashboard
Data Import/Export
Data Storage
Data Visualization
Resource Usage Reporting
Roles / Permissions
Spend and Cost Reporting

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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