AWS Machine Learning

Reduce energy consumption of your machine learning workloads by up to 90% with AWS purpose-built accelerators Machine learning (ML) engineers have […]

Onboard users to Amazon SageMaker Studio with Active Directory group-specific IAM roles Amazon SageMaker Studio is a web-based integrated […]

SambaSafety automates custom R workload, improving driver safety with Amazon SageMaker and AWS Step Functions At SambaSafety, their mission is to […]

Build a multilingual automatic translation pipeline with Amazon Translate Active Custom Translation Dive into Deep Learning (D2L.ai) is an […]

Bring SageMaker Autopilot into your MLOps processes using a custom SageMaker Project Every organization has its own set of standards and practices […]

Deploy Falcon-40B with large model inference DLCs on Amazon SageMaker Last week, Technology Innovation Institute (TII) launched TII Falcon LLM, an […]

AWS Inferentia2 builds on AWS Inferentia1 by delivering 4x higher throughput and 10x lower latency The size of the machine learning (ML) […]

How BrainPad fosters internal knowledge sharing with Amazon Kendra This is a guest post by Dr. Naoki Okada, Lead Data Scientist at BrainPad Inc. […]

Reinventing the data experience: Use generative AI and modern data architecture to unlock insights Implementing a modern data architecture provides a […]

How Forethought saves over 66% in costs for generative AI models using Amazon SageMaker This post is co-written with Jad Chamoun, Director of […]

Fine-tune GPT-J using an Amazon SageMaker Hugging Face estimator and the model parallel library GPT-J is an open-source 6-billion-parameter model […]

Build custom chatbot applications using OpenChatkit models on Amazon SageMaker Open-source large language models (LLMs) have become popular, […]

Fast-track graph ML with GraphStorm: A new way to solve problems on enterprise-scale graphs We are excited to announce the open-source release of […]

Host ML models on Amazon SageMaker using Triton: ONNX Models ONNX (Open Neural Network Exchange) is an open-source standard for representing deep […]

Introducing popularity tuning for Similar-Items in Amazon Personalize Amazon Personalize now enables popularity tuning for its Similar-Items recipe […]

Exploring Generative AI in conversational experiences: An Introduction with Amazon Lex, Langchain, and SageMaker Jumpstart Customers expect quick and […]

Get started with the open-source Amazon SageMaker Distribution Data scientists need a consistent and reproducible environment for machine learning […]

Technology Innovation Institute trains the state-of-the-art Falcon LLM 40B foundation model on Amazon SageMaker This blog post is co-written with […]

Announcing enhanced table extractions with Amazon Textract Amazon Textract is a machine learning (ML) service that automatically extracts text, […]

Expedite the Amazon Lex chatbot development lifecycle with Test Workbench Amazon Lex is excited to announce Test Workbench, a new bot testing […]