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.

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System Architecture Python Database 545

Dataconomy

MAY 30, 2025

Failover refers to the automatic switching of a system to a backup operational mode when a primary system fails or undergoes maintenance. Definition At its core, failover guarantees that services and applications continue to function seamlessly, minimizing disruption.

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System Architecture 91

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 132

AWS Machine Learning Blog

FEBRUARY 19, 2025

Rather than using probabilistic approaches such as traditional machine learning (ML), Automated Reasoning tools rely on mathematical logic to definitively verify compliance with policies and provide certainty (under given assumptions) about what a system will or wont do. However, its important to understand its limitations.

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AWS Natural Language Processing Machine Learning Machine Learning 91

AWS Machine Learning Blog

MARCH 13, 2025

The absence of centralized workflow definitions means that message processing occurs naturally based on publication timing and agent availability, creating a fluid and adaptable system that can evolve with changing requirements. Understanding how to implement this type of pattern will be explained later in this post.

AI 100

AI AI AWS Artificial Intelligence 100

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 123

AWS Machine Learning Blog

APRIL 2, 2025

KubeRay creates the following custom resource definitions (CRDs): RayCluster The primary resource for managing Ray instances on Kubernetes. Before AWS, Anoop has held several leadership roles at startups and large corporations, primarily focusing on silicon and system architecture of AI infrastructure.

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Clustering AWS AI AI 122