This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and sta
Multimodal
Open Source
a
awesome-open-data-centric-ai Open source
Curated list of open source tooling for data-centric AI on unstructured data.
Synthetic GenerationCurated list of open source tooling for data-centric AI on unstructured data.
Open-source data tool (CC-BY-4.0 license, 735★). Source: GitHub (Renumics/awesome-open-data-centric-ai).
From the blog
Avoiding Data Leakage in Synthetic Data Projects
Synthetic data offers vast opportunities for machine learning model training without real-world constraints. Yet, beneath this promise lies the risk of…
Read more →Practical Guide to Scaling Synthetic Data Solutions
Imagine handling a growing machine learning project with increasing demands for training data. Traditional data methods can't keep up, making synthetic…
Read more →Mastering Synthetic Data Generation: From Concepts to Deployment
Synthetic data is more than a trend; it's a crucial tool for building strong AI models, especially when real-world data is scarce, sensitive, or…
Read more →