Model Data in Weaviate is an intermediate, project-based course for developers and data professionals who want to unlock the full potential of vector search. In modern AI applications, search speed and relevance are everything, and they both begin with a powerful data model. This course teaches you the principles of designing a sophisticated, high-performance schema, moving beyond flat data structures to build a connected graph of information.

Model Data in Weaviate
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Model Data in Weaviate
This course is part of Chroma, Weaviate & Production RAG Deployment Specialization

Instructor: LearningMate
Included with
Recommended experience
What you'll learn
Design, implement, and evaluate a Weaviate vector schema to model complex data relationships and optimize query performance.
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March 2026
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There are 2 modules in this course
Good performance starts with good design. In this module, you will learn why a well-planned data model is the backbone of any scalable vector application. You'll go from foundational principles to hands-on implementation, creating a complete, multi-class schema with relational links in Weaviate.
What's included
2 videos1 reading1 assignment1 ungraded lab
A schema isn't complete until you've proven its worth. In this final module, you will learn the professional skill of quantitative evaluation. You will benchmark your schema's query latency and analyze the results to justify why a relational model is superior for complex queries.
What's included
2 videos1 reading1 assignment
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Frequently asked questions
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
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¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.

