AWS Machine Learning

Retrain ML models and automate batch predictions in Amazon SageMaker Canvas using updated datasets You can now retrain machine learning (ML) models […]

Accelerate PyTorch with DeepSpeed to train large language models with Intel Habana Gaudi-based DL1 EC2 instances Training large language models […]

Build machine learning-ready datasets from the Amazon SageMaker offline Feature Store using the Amazon SageMaker Python SDK Amazon SageMaker Feature […]

Arrange your transcripts into paragraphs with Amazon Transcribe Amazon Transcribe is a speech recognition service that generates transcripts from […]

Build high-performance ML models using PyTorch 2.0 on AWS – Part 1 PyTorch is a machine learning (ML) framework that is widely used by AWS customers […]

Announcing the launch of new Hugging Face LLM Inference containers on Amazon SageMaker This post is co-written with Philipp Schmid and Jeff Boudier […]

Train a Large Language Model on a single Amazon SageMaker GPU with Hugging Face and LoRA This post is co-written with Philipp Schmid from Hugging […]

Amazon SageMaker Automatic Model Tuning now automatically chooses tuning configurations to improve usability and cost efficiency Amazon SageMaker […]

Use Amazon SageMaker Canvas to build machine learning models using Parquet data from Amazon Athena and AWS Lake Formation Data is the foundation for […]

Implement a multi-object tracking solution on a custom dataset with Amazon SageMaker The demand for multi-object tracking (MOT) in video analysis […]

Accelerate your learning towards AWS Certification exams with automated quiz generation using Amazon SageMaker foundations models Getting AWS […]

Configure and use defaults for Amazon SageMaker resources with the SageMaker Python SDK The Amazon SageMaker Python SDK is an open-source library […]

Host ML models on Amazon SageMaker using Triton: CV model with PyTorch backend PyTorch is a machine learning (ML) framework based on the Torch […]

Scale your machine learning workloads on Amazon ECS powered by AWS Trainium instances Running machine learning (ML) workloads with containers is […]

Translate documents in real time with Amazon Translate A critical component of business success is the ability to connect with customers. Businesses […]

High-quality human feedback for your generative AI applications from Amazon SageMaker Ground Truth Plus Amazon SageMaker Ground Truth Plus helps you […]

Analyze Amazon SageMaker spend and determine cost optimization opportunities based on usage, Part 1 Cost optimization is one of the pillars of the […]

Analyze Amazon SageMaker spend and determine cost optimization opportunities based on usage, Part 2: SageMaker notebooks and Studio In 2021, we […]

Analyze Amazon SageMaker spend and determine cost optimization opportunities based on usage, Part 3: Processing and Data Wrangler jobs In 2021, we […]

Analyze Amazon SageMaker spend and determine cost optimization opportunities based on usage, Part 4: Training jobs In 2021, we launched AWS Support […]