AWS Machine Learning

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Best practices 117

Best practices Government Engineering Accountability 117

AWS Machine Learning

SEPTEMBER 9, 2022

It stores history of ML features in the offline store (Amazon S3) and also provides APIs to an online store to allow low-latency reads of most recent features. With purpose-built services, the Amp team was able to release the personalized show recommendation API as described in this post to production in under 3 months. Conclusion.

Personalization 71

Personalization APIs Engineering Metrics 71

AWS Machine Learning

SEPTEMBER 9, 2022

When the message is received by the SQS queue, it triggers the AWS Lambda function to make an API call to the Amp catalog service. Lambda enabled the team to create lightweight functions to run API calls and perform data transformations. For more information, you can also check out other customer use cases in the AWS Analytics Blog.

Analytics 68

Analytics Engineering APIs Metrics 68

aircall

MAY 12, 2021

Digital tools are remote-friendly , so consider hiring the best talent from a different geographical area and put them to work in a virtual environment. . Explore your options for a quality cloud-based phone system vendor that leverages an open API technology. 6) Research Cloud-Based Phone Systems. 8) Start Small.

Best practices 62

Best practices Entertainment Technology APIs 62

AWS Machine Learning

JANUARY 6, 2023

Many AWS media and entertainment customers license IMDb data through AWS Data Exchange to improve content discovery and increase customer engagement and retention. In this post, we illustrate how to handle OOC by utilizing the power of the IMDb dataset (the premier source of global entertainment metadata) and knowledge graphs.

Entertainment 82

Entertainment APIs Scripts Analytics 82

AWS Machine Learning

NOVEMBER 22, 2023

In this innovation talk, hear how the largest industries, from healthcare and financial services to automotive and media and entertainment, are using generative AI to drive outcomes for their customers. In this talk, explore strategies for putting your proprietary datasets to work when building unique, differentiated generative AI solutions.

Engineering 105

Engineering Best practices APIs Government 105

AWS Machine Learning

JUNE 27, 2023

This blog post is co-written with Marat Adayev and Dmitrii Evstiukhin from Provectus. The AI/ML architecture for EarthSnap is designed around a series of AWS services: Sagemaker Pipeline runs using one of the methods mentioned above (CodeBuild, API, manual) that trains the model and produces artifacts and metrics.

Engineering 91

Engineering APIs Scripts Entertainment 91