AWS Machine Learning Blog

FEBRUARY 19, 2025

metadata: name: job-name namespace: hyperpod-ns-researchers labels: kueue.x-k8s.io/queue-name: priority-class: inference-priority HyperPod CLI The HyperPod CLI was created to abstract the complexities of working with kubectl and enable developers using SageMaker HyperPod to iterate faster with custom commands.

Data Scientist 71

Data Scientist Data Science ML Engineer Generative AI 71

ODSC - Open Data Science

APRIL 17, 2023

This shift in thinking has led us to DevSecOps , a novel methodology that integrates security into the software development/ MLOps process. In this case, the provenance of the collected data is analyzed and the metadata is logged for future audit purposes.

Data Science 97

Data Science DevOps Deep Learning Automation 97

AWS Machine Learning Blog

MARCH 5, 2025

The examples focus on questions on chunk-wise business knowledge while ignoring irrelevant metadata that might be contained in a chunk. By following these guidelines, organizations can follow responsible AI best practices for creating high-quality ground truth datasets for deterministic evaluation of question-answering assistants.

Generative AI 76

Generative AI LLM AI AI 76

AWS Machine Learning Blog

OCTOBER 27, 2023

Ragini Prasad is a Software Development Manager with the Amazon Personalize team focused on building AI-powered recommender systems at scale. AI Specialist Solutions Architect with extensive experience in end-to-end personalization solutions. In her spare time, she enjoys traveling and exploring the great outdoors.

Generative AI 106

Generative AI Artificial Intelligence Artificial Intelligence AI 106

AWS Machine Learning Blog

JUNE 25, 2024

With Amazon Bedrock, developers can experiment, evaluate, and deploy generative AI applications without worrying about infrastructure management. Its enterprise-grade security, privacy controls, and responsible AI features enable secure and trustworthy generative AI innovation at scale.

Automation 119

Automation Prompt Engineering Prompt Engineer Categorization 119

AWS Machine Learning Blog

JUNE 3, 2024

Amazon Bedrock is a fully managed service that provides access to a range of high-performing foundation models from leading AI companies through a single API. It offers the capabilities needed to build generative AI applications with security, privacy, and responsible AI.

ML 103

ML Natural Language Processing Metadata Large Language Models 103

Flipboard

DECEMBER 3, 2024

This solution is also deployed by using the AWS Cloud Development Kit (AWS CDK), which is an open-source software development framework that defines cloud infrastructure in modern programming languages and provisions it through AWS CloudFormation.

Generative AI 150

Generative AI Metadata Machine Learning Natural Language Processing 150

Unite.AI

AUGUST 8, 2024

Companies can use LLM-MA systems for several use cases, including software development, hardware simulation, game development (specifically, world development), scientific and pharmaceutical discoveries, capital management processes, financial and trading economy, etc.

AI Modeling 162

AI Modeling LLM Automation Responsible AI 162

The MLOps Blog

MARCH 21, 2023

To make that possible, your data scientists would need to store enough details about the environment the model was created in and the related metadata so that the model could be recreated with the same or similar outcomes. Version control for code is common in software development, and the problem is mostly solved.

Machine Learning 69

Machine Learning Data Scientist ML Metadata 69

AWS Machine Learning Blog

OCTOBER 21, 2024

Use infrastructure as code Just as you would with any other software development project, you should use infrastructure as code (IaC) frameworks to facilitate iterative and reliable deployment. You can directly generate the IaC required for creating your agents with function definitions and Lambda connections using generative AI.

Generative AI 86

Generative AI Metadata Software Development AI 86

AWS Machine Learning Blog

JANUARY 15, 2025

Additionally, we discuss the design from security and responsible AI perspectives, demonstrating how you can apply this solution to a wider range of industry scenarios. Vehicle specification data Amazon DynamoDB is used to store the vehicle metadata (its features and specifications). The cache is also updated.

LLM 85

LLM Metadata Generative AI Large Language Models 85

AWS Machine Learning Blog

DECEMBER 19, 2024

Common patterns for filtering data include: Filtering on metadata such as the document name or URL. Name: Bill GatesnBorn: October 28, 1955 (age 66)nEducation: Harvard University (dropped out)nOccupation: Software developer, investor, entrepreneurnSource: WikipedianTime: August 2022 Question: What is Bill Gatess occupation?

LLM 90

LLM Machine Learning Natural Language Processing ML 90