Coursera

Design, Compare and Analyze LLM Architectures

Coursera

Design, Compare and Analyze LLM Architectures

LearningMate

Instructor: LearningMate

Included with Coursera Plus

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

2 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

2 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Design and justify LLM architectures by modeling system flows and analyzing self-hosting vs. managed API trade-offs.

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Recently updated!

February 2026

Assessments

3 assignmentsÂą

AI Graded see disclaimer
Taught in English

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This course is part of the Microservices Architecture for AI Systems Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 2 modules in this course

This module introduces the critical role of visual modeling in system design. You will discover why sequence diagrams are essential for comparing synchronous and asynchronous architectures. You will also learn the fundamental components of these diagrams. You will finally practice creating your own diagram to clarify complex LLM application flows and prevent the kinds of costly misunderstandings that plague projects without clear visual documentation.

What's included

2 videos1 reading1 assignment

This module tackles the crucial "build vs. buy" decision that every technical leader faces. You will delve into the complex trade-offs between self-hosting an open-source LLM and using a managed API. The focus is on conducting a rigorous, business-aware analysis that balances Total Cost of Ownership (TCO), performance benchmarks, and critical data privacy considerations.

What's included

2 videos1 reading2 assignments

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LearningMate
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