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Database Engineering

PostgreSQL Indexing Internals: B-Tree, GIN, GiST, and BRIN Explained

3 weeks
0 Learners
Jul 23

Deeply understand how PostgreSQL indexes work under the hood and when to use each type. This comprehensive curriculum is designed to give you hands-on experience with PostgreSQL Indexing Internals: B-Tree, GIN, GiST, and BRIN Explained.

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About this Course

Deeply understand how PostgreSQL indexes work under the hood and when to use each type. This comprehensive curriculum is designed to give you hands-on experience with PostgreSQL Indexing Internals: B-Tree, GIN, GiST, and BRIN Explained. This Database Engineering curriculum is designed to give you hands-on experience and deep conceptual understanding. Across 3 intensive modules, you'll tackle real-world challenges and build practical projects that reinforce your learning. By the end of this journey, you'll have the skills and proof of work to demonstrate your expertise.

What you'll learn

Master the default PostgreSQL index and its advanced configurations.
Optimize queries for full-text search, arrays, and JSONB data.
Understand spatial data indexing and massive table indexing.

Prerequisites

advanced Level

This is a rigorous course requiring prior technical background.

  • Python scripting
  • Basic linear algebra & tensors

Ideal for

Software engineers and developers looking to master PostgreSQL Indexing Internals: B-Tree, GIN, GiST, and BRIN Explained.

AI/ML Engineers
Data Engineers
W1

B-Tree Deep Dive

Master the default PostgreSQL index and its advanced configurations.

3 videos70m
2 readings
3 topics
1 homework
Learn

Topics

1.1
B-Tree Structure
32 minutes
1.2
Index Only Scans
20 minutes
1.3
Partial Indexes
18 minutes
W2

GIN Indexes

Optimize queries for full-text search, arrays, and JSONB data.

3 videos90m
2 readings
3 topics
1 homework
Learn
W3

Specialized Indexes: GiST and BRIN

Understand spatial data indexing and massive table indexing.

3 videos50m
2 readings
3 topics
1 homework
Learn
01

Learn

Watch curated videos and read study resources

02

Practice

Practice what you learned

03

Build Projects

Build projects using your new gained knowledge

04

Submit & Verify

Submit your project and get verified by our system

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