AWS Machine Learning Blog

NOVEMBER 9, 2023

Policy 3 – Attach AWSLambda_FullAccess , which is an AWS managed policy that grants full access to Lambda, Lambda console features, and other related AWS services.

Data Drift 130

Data Drift Auto-complete ML Automation 130

AWS Machine Learning Blog

DECEMBER 4, 2024

This integration addresses these hurdles by providing data scientists and ML engineers with a comprehensive environment that supports the entire ML lifecycle, from development to deployment at scale. In this post, we walk you through the process of scaling your ML workloads using SageMaker Studio and SageMaker HyperPod.

ML 104

ML Data Scientist Software Engineer Large Language Models 104

Flipboard

MARCH 7, 2023

Because of this difference, there are some specifics of how you create and manage virtual environments in Studio notebooks , for example usage of Conda environments or persistence of ML development environments between kernel restarts. Refer to SageMaker Studio Lifecycle Configuration Samples for more samples and use cases.

Python 123

Python Data Scientist Data Science Automation 123

AWS Machine Learning Blog

OCTOBER 11, 2024

Generative AI solutions often use Retrieval Augmented Generation (RAG) architectures, which augment external knowledge sources for improving content quality, context understanding, creativity, domain-adaptability, personalization, transparency, and explainability.

Metadata 107

Metadata Generative AI LLM Data Ingestion 107