AWS Machine Learning Blog

JANUARY 28, 2025

Furthermore, evaluation processes are important not only for LLMs, but are becoming essential for assessing prompt template quality, input data quality, and ultimately, the entire application stack. He holds a PhD in Telecommunications Engineering and has experience in software engineering.

LLM 95

LLM Large Language Models ML Algorithm 95

The MLOps Blog

JUNE 27, 2023

When thinking about a tool for metadata storage and management, you should consider: General business-related items : Pricing model, security, and support. When thinking about a tool for metadata storage and management, you should consider: General business-related items : Pricing model, security, and support. Can you compare images?

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

AWS Machine Learning Blog

NOVEMBER 14, 2024

It includes processes for monitoring model performance, managing risks, ensuring data quality, and maintaining transparency and accountability throughout the model’s lifecycle. Runs are executions of some piece of data science code and record metadata and generated artifacts.

ML 89

ML Machine Learning Auto-complete Auto-classification 89

ODSC - Open Data Science

SEPTEMBER 27, 2023

Relational Databases Some key characteristics of relational databases are as follows: Data Structure: Relational databases store structured data in rows and columns, where data types and relationships are defined by a schema before data is inserted.

Big Data 98

Big Data Metadata ETL Data Science 98

ODSC - Open Data Science

SEPTEMBER 17, 2024

This talk will cover the critical challenges faced and steps needed when transitioning from a demo to a production-quality RAG system for professional users of academic data, such as researchers, students, librarians, research officers, and others.

LLM 52

LLM Large Language Models Metadata Data Science 52

AWS Machine Learning Blog

NOVEMBER 16, 2023

Data Management – Efficient data management is crucial for AI/ML platforms. Regulations in the healthcare industry call for especially rigorous data governance. It should include features like data versioning, data lineage, data governance, and data quality assurance to ensure accurate and reliable results.

Data Scientist 108

Data Scientist ML Data Science Machine Learning 108

The MLOps Blog

AUGUST 3, 2023

Stefan is a software engineer, data scientist, and has been doing work as an ML engineer. He also ran the data platform in his previous company and is also co-creator of open-source framework, Hamilton. Depending on your size, you might have a data catalog. Right now, Hamilton is very lightweight.

ML 52

ML Data Scientist Software Engineer Machine Learning 52