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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 Clarify?

Amazon SageMaker Clarify provides machine learning practitioners with advanced tools aimed at deepening their insights into both training datasets and model functionality. This innovative solution detects and evaluates potential biases through diverse metrics, empowering developers to address bias challenges and elucidate the predictions generated by their models. SageMaker Clarify is adept at uncovering biases throughout different phases: during the data preparation process, after training, and within deployed models. For instance, it allows users to analyze age-related biases present in their data or models, producing detailed reports that outline various types of bias. Moreover, SageMaker Clarify offers feature importance scores to facilitate the understanding of model predictions, as well as the capability to generate explainability reports in both bulk and real-time through online explainability. These reports prove to be extremely useful for internal presentations or client discussions, while also helping to identify possible issues related to the model. In essence, SageMaker Clarify acts as an essential resource for developers aiming to promote fairness and transparency in their machine learning projects, ultimately fostering trust and accountability in their AI solutions. By ensuring that developers have access to these insights, SageMaker Clarify helps to pave the way for more responsible AI development.

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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
Amazon SageMaker Unified Studio

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
Amazon SageMaker Unified Studio

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/clarify/

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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