With vector databases now powering business competitiveness through super-fast applications such as recommendation engines, it’s no surprise that the vector database market is set to grow 23% CAGR by 2032 (Markets and Markets).
Vector Search with Relational Databases using PostgreSQL
Vector Search with Relational Databases using PostgreSQL
This course is part of Vector Database Fundamentals Specialization
Taught in English
Instructors: Skill-Up EdTech Team
Included with 
Course
Gain insight into a topic and learn the fundamentals
Intermediate level
Recommended experience
6 hours (approximately)
Flexible schedule
Learn at your own pace
What you'll learn
Describe the principles of modeling vector data in Relational databases (RDBMS).
Apply the commands necessary to store, retrieve, and query vectors efficiently in PostgreSQL.
Implement indexing techniques and optimization strategies for enhancing vector search performance.
Demonstrate, through hands-on labs, how to set up environments and perform vector searches using PostgreSQL.
Skills you'll gain
Details to know
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Recently updated!
June 2024
Assessments
3 assignments
Course
Gain insight into a topic and learn the fundamentals
Intermediate level
Recommended experience
6 hours (approximately)
Flexible schedule
Learn at your own pace
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
This course is part of the Vector Database Fundamentals Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
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There is 1 module in this course
Welcome to this module, where you’ll learn how to implement vector searches using relational databases. You’ll begin with a recap of RDBMS and then dive into the structures RDBMS uses to support vector data types and queries. You’ll apply what you know to perform similarity search tasks using special operators available in PostgreSQL. And, with a focus on PostgreSQL, you’ll learn how to create tsvector data, perform tsquery tasks, and perform bulk inserts using pg-vector for Node.js and psycopg2 for Python.
What's included
8 videos5 readings3 assignments6 app items5 plugins
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