Yiga AI

Course 13 of 13

Prompt Engineering for Production

Structured outputs, Evaluation, Guardrails, and more.

Yiga AI

Intermediate en

Intermediate · Course · 3 weeks at 5 hrs/week

Duration
3 weeks
Effort
5 hrs/week
Lessons
16
Hands-on exercises
16
Projects
1
Language
en

What you’ll learn

Skills you can put to work.

LLMs for Developers

Prompt Engineering for Production

Retrieval-Augmented Generation (RAG)

Building AI Agents

Syllabus

Every module, step by step.

4 modules · 21 lessons · 14 hours · 1 graded project

840 minutes of guided lesson time.

Sign in and enrol to unlock every lesson. The first lesson is open as a preview.

Module 1 · 5 lessons · 3 hoursStructured outputsModule 1 of 4 in Prompt Engineering for Production.

  1. Overview and set-up

    Overview and set-up — Structured outputs in Prompt Engineering for Production.

    Lesson

    40 min

  2. Core concepts

    Core concepts — Structured outputs in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — Structured outputs in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — Structured outputs in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  5. Module quiz: Structured outputs

    Check what you learned in Structured outputs before moving on.

    Quiz · Locked

    20 min
Module 2 · 5 lessons · 3 hours LockedEvaluationModule 2 of 4 in Prompt Engineering for Production.

  1. Overview and set-up

    Overview and set-up — Evaluation in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  2. Core concepts

    Core concepts — Evaluation in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — Evaluation in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — Evaluation in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  5. Module quiz: Evaluation

    Check what you learned in Evaluation before moving on.

    Quiz · Locked

    20 min
Module 3 · 5 lessons · 3 hours LockedGuardrailsModule 3 of 4 in Prompt Engineering for Production.

  1. Overview and set-up

    Overview and set-up — Guardrails in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  2. Core concepts

    Core concepts — Guardrails in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — Guardrails in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — Guardrails in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  5. Module quiz: Guardrails

    Check what you learned in Guardrails before moving on.

    Quiz · Locked

    20 min
Module 4 · 6 lessons · 5 hours LockedVersioningModule 4 of 4 in Prompt Engineering for Production.

  1. Overview and set-up

    Overview and set-up — Versioning in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  2. Core concepts

    Core concepts — Versioning in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — Versioning in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — Versioning in Prompt Engineering for Production.

    Lesson · Locked

    40 min

  5. Module quiz: Versioning

    Check what you learned in Versioning before moving on.

    Quiz · Locked

    20 min

  6. Graded project: Prompt Engineering for Production

    Apply everything from Prompt Engineering for Production in one graded, portfolio-ready build.

    Graded project · Locked

    120 min

Applied learning project

Make the learning visible.

Use Graded project: Prompt Engineering for Production to apply this course to a practical challenge. You’ll finish with a clear solution and the reasoning behind your choices.

Apply the course’s core skillMake and explain practical decisionsCreate evidence you can share
Daniel O., Data & analytics

Your instructor

Daniel O.

Data & analytics

Turns real African data problems into practical lessons learners can apply immediately.

Brian Okello, Yiga learner

“The course content made machine learning understandable, and the practice kept me moving.”

Brian Okello

Software developer, Kampala

Continue with

Your next best step.

Following the order of AI Engineer (LLM Applications).

See the full chain

Next lesson

Overview and set-up

Prompt Engineering for Production

40 min · Resume

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