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Udemy

Master the Leading Data Product Specification with GPT tool

via Udemy

Overview

Create your first machine-readable data product using ODPS 4.0 and a custom GPT assistant — from structure to real YAML.

What you'll learn:
  • Understand the business value behind data products and ODPS
  • Platform teams Learn the 9 core objects of the Open Data Product Specification (ODPS 4.0)designing catalogs or data APIs
  • Build your first complete, machine-readable ODPS YAML file
  • Interact with a custom GPT that understands ODPS to speed up your learning
  • See how real-world organizations like NATO, BASF, and FIWARE use ODPS

Unlock the power of standardized, machine-readable data products

This course introduces you to the Open Data Product Specification (ODPS 4.0) — a modern, YAML-based metadata standard for describing, sharing, governing, and monetizing data products. ODPS is adopted already by several industry leaders like NATO, BASF, FIWARE, and Alation.

ODPS is designed for the real-world needs of platforms, ecosystems, and public-sector initiatives, ODPS enables true interoperability across technical, business, legal, and ethical dimensions.

Whether you're working with open government data, internal data marketplaces, smart city platforms, or AI-native services, this course gives you the foundation to start using ODPS effectively.

You’ll explore the nine core objects of ODPS — including product details, pricing plans, access methods, data quality, SLA, and more — one by one. Each object is explained through:

  • Concise slide walkthroughs

  • Live YAML building with a custom GPT trained to understand ODPS 4.0


By the end, you’ll have created your own full ODPS YAML file, ready to adapt or publish. You’ll also gain insight into the most common adoption patterns, including as-is usage, OpenAPI integration, AI extensions, and Data Mesh ports.

This course is taught by the creator and maintainer of ODPS, ensuring you learn directly from the source.

Perfect for:

  • Data product owners and managers

  • Platform architects and engineers

  • Open data and smart city leaders

  • AI developers and metadata professionals

Get started now — and take your first step into the future of data product standardization.

Created by the maintainer of the ODPS specification, this course is not just theoretical — it’s practical, hands-on, and future-ready.

Syllabus

  • Welcome & Orientation
  • ODPS Object Walkthroughs with GPT
  • Bringing It All Together
  • What’s Next?

Taught by

Dr. Jarkko Moilanen

Reviews

4.7 rating at Udemy based on 17 ratings

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