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Description
Amazon SageMaker Clarify offers machine learning (ML) practitioners specialized tools designed to enhance their understanding of ML training datasets and models. It identifies and quantifies potential biases through various metrics, enabling developers to tackle these biases and clarify model outputs. Bias detection can occur at different stages, including during data preparation, post-model training, and in the deployed model itself. For example, users can assess age-related bias in both their datasets and the resulting models, receiving comprehensive reports that detail various bias types. In addition, SageMaker Clarify provides feature importance scores that elucidate the factors influencing model predictions and can generate explainability reports either in bulk or in real-time via online explainability. These reports are valuable for supporting presentations to customers or internal stakeholders, as well as for pinpointing possible concerns with the model's performance. Furthermore, the ability to continuously monitor and assess model behavior ensures that developers can maintain high standards of fairness and transparency in their machine learning applications.
Description
Sage Payroll, a cloud-based payroll system, makes it easy to manage payroll operations. Sage Payroll allows users to pay their employees using a variety of methods, including company-generated checks and paycards or direct deposit. Sage Payroll integrates easily with Sage 100, Quickbooks, Sage 50, and Sage 50. Sage Payroll allows users to monitor multiple reports and perform analysis.
API Access
Has API
API Access
Has API
Integrations
Amazon SageMaker
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
CleanManager
Clockodo
EmCentrix
FlowCentric Processware
Intact Xline
Jibble
ORCA
Integrations
Amazon SageMaker
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
CleanManager
Clockodo
EmCentrix
FlowCentric Processware
Intact Xline
Jibble
ORCA
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$49.95/month
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
2006
Country
United States
Website
aws.amazon.com/sagemaker/clarify/
Vendor Details
Company Name
Sage
Country
United States
Website
www.sage.com/us
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization
Product Features
Payroll
401(k) Tracking
Attendance Management
Benefits Management
Check Printing
Compensation Management
Deductions Management
Direct Deposit
Multi-Country
Multi-State
Reporting/Analytics
Self Service Portal
Tax Compliance
Vacation / Leave Tracking
W-2 and 1099 Preparation
Wage Garnishment