Course 3 of 13

Project: AI Tutor for a Ugandan Curriculum

Content ingestion, Grounded answers, Quizzes, and more.

Yiga AI

Advanced en

Advanced · Course · 4 weeks at 5 hrs/week

Duration: 4 weeks
Effort: 5 hrs/week
Lessons: 24
Hands-on exercises: 24
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 · 29 lessons · 19 hours · 1 graded project

1160 minutes of guided lesson time.

Module 1 · 7 lessons · 4.3 hoursContent ingestionModule 1 of 4 in Project: AI Tutor for a Ugandan Curriculum.

Overview and set-up
Overview and set-up — Content ingestion in Project: AI Tutor for a Ugandan Curriculum.
Lesson
40 min
Core concepts
Core concepts — Content ingestion in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Worked example
Worked example — Content ingestion in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Content ingestion in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Common pitfalls
Common pitfalls — Content ingestion in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Applying it at work
Applying it at work — Content ingestion in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Module quiz: Content ingestion
Check what you learned in Content ingestion before moving on.
Quiz · Locked
20 min

Module 2 · 7 lessons · 4.3 hours LockedGrounded answersModule 2 of 4 in Project: AI Tutor for a Ugandan Curriculum.

Overview and set-up
Overview and set-up — Grounded answers in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Core concepts
Core concepts — Grounded answers in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Worked example
Worked example — Grounded answers in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Grounded answers in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Common pitfalls
Common pitfalls — Grounded answers in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Applying it at work
Applying it at work — Grounded answers in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Module quiz: Grounded answers
Check what you learned in Grounded answers before moving on.
Quiz · Locked
20 min

Module 3 · 7 lessons · 4.3 hours LockedQuizzesModule 3 of 4 in Project: AI Tutor for a Ugandan Curriculum.

Overview and set-up
Overview and set-up — Quizzes in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Core concepts
Core concepts — Quizzes in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Worked example
Worked example — Quizzes in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Quizzes in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Common pitfalls
Common pitfalls — Quizzes in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Applying it at work
Applying it at work — Quizzes in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Module quiz: Quizzes
Check what you learned in Quizzes before moving on.
Quiz · Locked
20 min

Module 4 · 8 lessons · 6.3 hours LockedEvaluationModule 4 of 4 in Project: AI Tutor for a Ugandan Curriculum.

Overview and set-up
Overview and set-up — Evaluation in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Core concepts
Core concepts — Evaluation in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Worked example
Worked example — Evaluation in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Hands-on practice
Hands-on practice — Evaluation in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Common pitfalls
Common pitfalls — Evaluation in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Applying it at work
Applying it at work — Evaluation in Project: AI Tutor for a Ugandan Curriculum.
Lesson · Locked
40 min
Module quiz: Evaluation
Check what you learned in Evaluation before moving on.
Quiz · Locked
20 min
Graded project: Project: AI Tutor for a Ugandan Curriculum
Apply everything from Project: AI Tutor for a Ugandan Curriculum in one graded, portfolio-ready build.
Graded project · Locked
120 min

Applied learning project

Make the learning visible.

Use Graded project: Project: AI Tutor for a Ugandan Curriculum 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

Your instructor

Grace A.

AI for professions

Shows working professionals how to use AI responsibly inside everyday workflows.

“The examples felt relevant to public service and worked on the connection I actually have.”
Samuel Mwangi
Public service officer, Nairobi

Continue with

Your next best step.

Following the order of AI Engineer (LLM Applications).

See the full chain

Next lesson

Overview and set-up

Project: AI Tutor for a Ugandan Curriculum

40 min · Resume

Course 4 in the track

Building AI Agents

Tool use, Planning, Memory, and more.

Intermediate · Course · 4 weeks at 5 hrs/week

Course 5 in the track

Retrieval-Augmented Generation (RAG)

Embeddings, Vector databases (pgvector, Pinecone), Chunking, and more.

Intermediate · Course · 4 weeks at 5 hrs/week

Course 6 in the track

Building AI Apps with Lovable & No-Code

Prompting Lovable, Supabase backend, Deploy, and more.

Beginner · Course · 3 weeks at 5 hrs/week

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