AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps).

Generative AI 124

Generative AI Prompt Engineering Prompt Engineer ML 124

AWS Machine Learning Blog

FEBRUARY 21, 2025

Data refinement: Raw data is refined into consumable layers (raw, processed, conformed, and analytical) using a combination of AWS Glue extract, transform, and load (ETL) jobs and EMR jobs. Deployment times stretched for months and required a team of three system engineers and four ML engineers to keep everything running smoothly.

Data Science 70

Data Science Data Scientist Data Ingestion DevOps 70

TheSequence

MAY 21, 2023

. 📝 Editorial: The Undisputed Champion of Open Source Generative AI Stability AI is synonymous with open-source generative AI. The release of Stable Diffusion was a sort of Sputnik moment in the evolution of open-source generative AI models. Union AI raised $19.1

Generative AI 64

Generative AI ML Engineer ETL LLM 64

AWS Machine Learning Blog

JANUARY 10, 2024

Specialist Data Engineering at Merck, and Prabakaran Mathaiyan, Sr. ML Engineer at Tiger Analytics. The large machine learning (ML) model development lifecycle requires a scalable model release process similar to that of software development. This post is co-written with Jayadeep Pabbisetty, Sr.

ML 122

ML Machine Learning Data Scientist ETL 122

AWS Machine Learning Blog

AUGUST 4, 2023

With Einstein Studio, a gateway to AI tools on the data platform, admins and data scientists can effortlessly create models with a few clicks or using code. Einstein Studio’s bring your own model (BYOM) experience provides the capability to connect custom or generative AI models from external platforms such as SageMaker to Data Cloud.

Data Scientist 86

Data Scientist ML ETL Data Platform 86

AWS Machine Learning Blog

JANUARY 5, 2024

Stephen is especially passionate about Security and Generative AI, and helping customers and partners architect secure, efficient, and innovative solutions on AWS. Bhajandeep Singh has served as the AWS AI/ML Center of Excellence Head at Wipro Technologies, leading customer engagements to deliver data analytics and AI solutions.

Data Science 131

Data Science Data Drift DevOps Auto-complete 131

Flipboard

NOVEMBER 27, 2024

His mission is to enable customers achieve their business goals and create value with data and AI. He helps architect solutions across AI/ML applications, enterprise data platforms, data governance, and unified search in enterprises.

Metadata 146

Metadata Auto-complete Data Discovery ML Engineer 146