A web-based life science omics and future imaging data management solution

A list of resources to learn about data stewardship

Data analysis produces data in the form of results. Although integrating and putting findings into context is a cornerstone of scientific work, data of this type is often neglected. The analysis results data model is a proposed solution to this issue that combines analysis standards with a common data model.

Python library for intelligent data stewardship using Large Language Model (LLM) embeddings

Teaching material for DMP writing course

Kitsune is a next-generation data steward and harmonization tool.

The repository is organized to mirror the book's structure, with dedicated folders corresponding to each toolkit focus areas.

Raw data in. Hallmarked golden records out. ASSAY → UNEARTH → REFINE → UNFURL → MARK

Documentation about the life science research data management at QBiC

A training curriculum for data stewards using the FAIR-by-Design Methodology template

Operational AI Governance OS aligning EU AI Act to evidence-gated delivery.

Data Stewardship Wizard - Server Application

Universal Data Steward Agent for SaaS — production-scale data governance framework (quality, privacy, security, DR, audit).

High-integrity Amazon India Sales Analysis. A data-driven strategy project focusing on pricing "Sweet Spots", discount effectiveness (0.06 correlation), and market trends. Features human-supervised data cleaning, professional BI reports, and strategic executive insights for E-commerce growth.

FAIR Data Management in Life Sciences - 2022 Course by ELIXIR Norway

A human-centered data governance platform

Examines the progression of the gross revenue in the USA and the IMDB user score of movies which have won the Oscar in the category "Best Picture" and were released between 1986 and 2016.

The DMP Dashboard is an open source tool designed to provide an overview and monitoring of Data Management Plans (DMPs) within research projects and organizations.

vferat website