Supercharge your AI team with Amazon SageMaker Studio: A comprehensive view of Deutsche Bahn’s AI platform transformation

Favorite AI’s growing influence in large organizations brings crucial challenges in managing AI platforms. These include developing a scalable and operationally efficient platform that adheres to organizational compliance and security standards. Amazon SageMaker Studio offers a comprehensive set of capabilities for machine learning (ML) practitioners and data scientists. These include

Read More
Shared by AWS Machine Learning February 29, 2024

Accelerating large-scale neural network training on CPUs with ThirdAI and AWS Graviton

Favorite This guest post is written by Vihan Lakshman, Tharun Medini, and Anshumali Shrivastava from ThirdAI. Large-scale deep learning has recently produced revolutionary advances in a vast array of fields. Although this stunning progress in artificial intelligence remains remarkable, the financial costs and energy consumption required to train these models

Read More
Shared by AWS Machine Learning February 29, 2024

Automate Amazon SageMaker Pipelines DAG creation

Favorite Creating scalable and efficient machine learning (ML) pipelines is crucial for streamlining the development, deployment, and management of ML models. In this post, we present a framework for automating the creation of a directed acyclic graph (DAG) for Amazon SageMaker Pipelines based on simple configuration files. The framework code

Read More
Shared by AWS Machine Learning February 29, 2024

Unlock personalized experiences powered by AI using Amazon Personalize and Amazon OpenSearch Service

Favorite OpenSearch is a scalable, flexible, and extensible open source software suite for search, analytics, security monitoring, and observability applications, licensed under the Apache 2.0 license. Amazon OpenSearch Service is a fully managed service that makes it straightforward to deploy, scale, and operate OpenSearch in the AWS Cloud. OpenSearch uses

Read More
Shared by AWS Machine Learning February 29, 2024

Build a robust text-to-SQL solution generating complex queries, self-correcting, and querying diverse data sources

Favorite Structured Query Language (SQL) is a complex language that requires an understanding of databases and metadata. Today, generative AI can enable people without SQL knowledge. This generative AI task is called text-to-SQL, which generates SQL queries from natural language processing (NLP) and converts text into semantically correct SQL. The

Read More
Shared by AWS Machine Learning February 28, 2024

NTIA engages civil society on questions of open foundation models for AI, hears benefits of openness in the public interest

Favorite The recent US Executive Order on AI directs action for numerous federal agencies. This includes directing the National Telecommunications and Information Agency (NTIA*) to discuss benefits, risks and policy choices associated with dual-use foundation models, which are powerful models that can be fine-tuned and used for multiple purposes, with

Read More
Shared by voicesofopensource February 28, 2024