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What is TAZI?

TAZI focuses on delivering concrete business outcomes and enhancing return on investment through predictive insights powered by artificial intelligence. Its user-friendly platform caters to a diverse range of business professionals, from analysts to top executives, ensuring accessibility for all. With the TAZI Profiler, users can swiftly understand and extract valuable insights from their machine learning-ready data sources. Furthermore, TAZI offers business dashboards and explanatory models that aid in comprehending and validating AI models before their implementation. The platform is also adept at pinpointing and predicting various operational segments to boost ROI effectiveness. In addition, it simplifies the evaluation of data quality and the extraction of essential statistics by automating the often time-consuming processes of data discovery and preparation. TAZI enhances the feature engineering process by providing recommendations, including those for intricate features and data transformations, enabling users to effectively tap into their data's full capabilities. Ultimately, TAZI stands out as a holistic solution for businesses eager to harness the power of AI to drive success. The platform not only facilitates informed decision-making but also encourages a data-driven culture within organizations.

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.

Media

Media

Integrations Supported

Amazon SageMaker
Amazon Web Services (AWS)

Integrations Supported

Amazon SageMaker
Amazon Web Services (AWS)

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

TAZI

Date Founded

2015

Company Location

United States

Company Website

www.tazi.ai/

Company Facts

Organization Name

Amazon

Date Founded

2006

Company Location

United States

Company Website

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

Categories and Features

Machine Learning

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

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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