Data Mesh

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This project is part of the liveProject series Build a Small Dockerized Data Mesh
prerequisites
intermediate Python • basic pandas
skills learned
understand distributed domain ownership • produce data inside a data mesh • produce derived domain data products
Sven Balnojan
1 week · 6-8 hours per week · INTERMEDIATE
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liveProject This project is part of the liveProject series Build a Small Dockerized Data Mesh liveProjects give you the opportunity to learn new skills by completing real-world challenges in your local development environment. Solve practical problems, write working code, and analyze real data—with liveProject, you learn by doing. These self-paced projects also come with full liveBook access to select books for 90 days plus permanent access to other select Manning products. $19.99 $29.99 you save $10 (33%)
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Messflix Inc., a movie and TV-show streaming platform, wants to build a recommendation system for its movies and shows, but currently, its data landscape is too complex. As a consultant, your task is to implement a data mesh for an improved, accurate flow of its data. Using Python and JSON, you’ll help the data engineering teams sift more easily through Messflix’s data by creating separate, structured data products that can be pushed to the central data platform. From the organized data products, you’ll create a list of recommended movies, tailored to Messflix’s customers’ preferences.

This project is designed for learning purposes and is not a complete, production-ready application or solution.

book resources

When you start your liveProject, you get full access to the following books for 90 days.

project author

Sven Balnojan

Sven Balnojan is a data technologist and product-person focused on helping the world extract more value from the exponentially growing amount of data. He’s passionate about all things data, including machine learning, AI, and business intelligence. As a manager of internal data teams, he’s been integral in easing their transitions from being a service-oriented to platform-oriented data team. He enjoys getting his hands dirty as a data developer, whether in the field of machine learning, data engineering, or data DevOps.

For his PhD in mathematics, Sven wrote a thesis in the field of singularity theory. He’s the co-author of Manning’s Data Mesh in Action and author of the Three Data Point Thursday newsletter. He blogs on datacisions.com and makes appearances in various online talks.

prerequisites

This liveProject is for data architects, developers, and data team members who want to understand the workings of a data mesh. To begin these liveProjects, you’ll need to be familiar with the following:

TOOLS
  • Intermediate Python
  • Basic Docker
  • Basic Bash

you will learn

In this liveProject, you’ll learn techniques for registering data products, pushing data into them, and creating new data products from old ones.

  • Understand distributed domain ownership and how it plays out in the data mesh
  • Produce data inside a data mesh, building and maintaining data products
  • Create derived domain data products inside the data mesh

features

Self-paced
You choose the schedule and decide how much time to invest as you build your project.
Project roadmap
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book resources
Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.
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