AWS Machine Learning Blog

DECEMBER 11, 2024

By moving our core infrastructure to Amazon Q, we no longer needed to choose a large language model (LLM) and optimize our use of it, manage Amazon Bedrock agents, a vector database and semantic search implementation, or custom pipelines for data ingestion and management. Jonathan Garcia is a Sr.

Generative AI 92

Generative AI Data Ingestion Chatbots Software Engineer 92

AWS Machine Learning Blog

NOVEMBER 15, 2023

Therefore, when the Principal team started tackling this project, they knew that ensuring the highest standard of data security such as regulatory compliance, data privacy, and data quality would be a non-negotiable, key requirement. He has 20 years of enterprise software development experience.

Data Ingestion 118

Data Ingestion Metadata NLP Data Scientist 118

ODSC - Open Data Science

JULY 26, 2024

In particular, you’ll focus on tabular (or structured) synthetic data and the privacy-preserving benefits of working with synthetic data. You’ll even get hands-on with the open-source tool (DataLLM) and create tabular synthetic data yourselves. Gen AI in Software Development. What should you be looking for?

Data Scientist 52

Data Scientist Robotics Data Science Metadata 52

The MLOps Blog

MARCH 21, 2023

Version control for code is common in software development, and the problem is mostly solved. However, machine learning needs more because so many things can change, from the data to the code to the model parameters and other metadata. They’d likely need additional labels to compensate for those data quality issues.

Machine Learning 69

Machine Learning Data Scientist ML Metadata 69