Data Science Dojo

MARCH 30, 2023

In this blog post, we will explore REST API in detail, including its definition, components, benefits, and best practices. REST (Representational State Transfer) is an architectural style that defines a set of constraints for creating web services. What is REST API? Code on Demand : REST API supports the execution of code on demand.

System Architecture 545

System Architecture Python Database 545

AWS Machine Learning Blog

OCTOBER 14, 2024

The following system architecture represents the logic flow when a user uploads an image, asks a question, and receives a text response grounded by the text dataset stored in OpenSearch. Then, choose Test on the top right of the event definition.

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AWS AI AI System Architecture 127

AWS Machine Learning Blog

NOVEMBER 17, 2023

In this section, we briefly introduce the system architecture. The design manages rules through a Step Functions state machine, providing a drag-and-drop GUI for flexible workflow definition. For more detailed information, refer to the GitHub repo.

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AWS ML ML Algorithm 117

AWS Machine Learning Blog

JANUARY 30, 2023

For What-if forecast definition method , select Use transformation functions. Conclusion In this post, we showed you how easy to use how to use Forecast and its underlying system architecture to predict water demand using water consumption data. You need this analysis to forecast and meet the water supply for increased demand.

ML 98

ML ML AWS System Architecture 98

Pickl AI

DECEMBER 4, 2023

Criteria Data Intelligence Data Information Artificial Intelligence Data Analysis Definition Data Intelligence involves the analysis and interpretation of data to derive actionable insights. Data Architect Designs and creates data systems and structures for optimal organisation and retrieval of information. Look at the table below.

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

The MLOps Blog

APRIL 17, 2023

Learn more Explainability and Auditability in ML: Definitions, Techniques, and Tools Monitor and evaluate experiment performance for effective decision-making Most of the time, it makes sense to compare the results of experiments done with different dataset versions and parameters. One of those principles describes modularity.

Data Scientist 52

Data Scientist ML ML Machine Learning 52

IBM Journey to AI blog

FEBRUARY 1, 2024

Under such centrally governed systems, accountability needs to co-exist with privacy, while both need to respect the need for authorized audits. The system must be resilient to a Byzantine fault , so that it can continue to operate even if parts of the system have been compromised.

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System Architecture Algorithm 115