Research topic
Data marketplace
A data marketplace offers datasets that already exist for license, so a team can train and evaluate models on records it did not collect itself. Before licensing one, a buyer checks what the dataset holds, where it comes from and how it stays current, and what the written agreement sets for use, term and onward sharing. Company work records, such as email, chat and support tickets, also name people, so how they are de-identified is part of the same check.
Research on data marketplace
The research here covers how data marketplaces for model training work, what to check before licensing a dataset, the questions to ask a data vendor, how open, research-only and commercial dataset licenses differ, and how company records are de-identified and what studies show about re-identification. Every figure carries its source and its date. None of it is legal advice.
- Dataset licenses compared: open, research-only and commercial termsDataset licensing and usage rights compared from the license texts: what open, noncommercial, research-only and commercial terms say about purpose, shared changes and trained models.Data marketplace7 min readPDF report
- How data marketplaces for model training workHow a training data marketplace works: listings, samples, prices, licenses and delivery on the large cloud platforms, and the rules for data intermediaries and data brokers.Data marketplace7 min readPDF report
- Due diligence questions to ask a data vendorData vendor due diligence, question by question: who the vendor is, where its data comes from, how it checks its suppliers and how to test its answers.Data marketplace7 min readPDF report
- Buying training data: what to check before you license a datasetBefore you buy training data, check its datasheet, the rights back to each source, what the license allows for models, the personal data inside and a measured sample.Data marketplace7 min readPDF report
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Work with us on data marketplace
Rillor's data marketplace offers ready-made datasets to license for model training and research, and company records through Nulkan by Rillor. Access is set in a written data agreement. Delivery is by authenticated API, scheduled export or agreed files.
About data marketplaceNotices
Source data is provided within the rights of each source.
Tell us which data you need to license.
Send the datasets you need, the coverage period, the delivery format and the intended use.