AI Fundamentals
How modern AI works, from tokens to transformers, with hands-on prompting practice.
Course 7 of 10
Prompt anatomy, Role/context/format, Few-shot & chain-of-thought, and more.
Yiga AI
Beginner · Course · 3 weeks at 5 hrs/week
What you’ll learn
Understanding Artificial Intelligence
Generative AI Concepts
Prompt Engineering for Everyone
Working with ChatGPT, Claude & Gemini
Syllabus
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.
Overview and set-up
Overview and set-up — Prompt anatomy in Prompt Engineering for Everyone.
Lesson
Core concepts
Core concepts — Prompt anatomy in Prompt Engineering for Everyone.
Lesson · Locked
Worked example
Worked example — Prompt anatomy in Prompt Engineering for Everyone.
Lesson · Locked
Hands-on practice
Hands-on practice — Prompt anatomy in Prompt Engineering for Everyone.
Lesson · Locked
Module quiz: Prompt anatomy
Check what you learned in Prompt anatomy before moving on.
Quiz · Locked
Overview and set-up
Overview and set-up — Role/context/format in Prompt Engineering for Everyone.
Lesson · Locked
Core concepts
Core concepts — Role/context/format in Prompt Engineering for Everyone.
Lesson · Locked
Worked example
Worked example — Role/context/format in Prompt Engineering for Everyone.
Lesson · Locked
Hands-on practice
Hands-on practice — Role/context/format in Prompt Engineering for Everyone.
Lesson · Locked
Module quiz: Role/context/format
Check what you learned in Role/context/format before moving on.
Quiz · Locked
Overview and set-up
Overview and set-up — Few-shot & chain-of-thought in Prompt Engineering for Everyone.
Lesson · Locked
Core concepts
Core concepts — Few-shot & chain-of-thought in Prompt Engineering for Everyone.
Lesson · Locked
Worked example
Worked example — Few-shot & chain-of-thought in Prompt Engineering for Everyone.
Lesson · Locked
Hands-on practice
Hands-on practice — Few-shot & chain-of-thought in Prompt Engineering for Everyone.
Lesson · Locked
Module quiz: Few-shot & chain-of-thought
Check what you learned in Few-shot & chain-of-thought before moving on.
Quiz · Locked
Overview and set-up
Overview and set-up — Prompt library in Prompt Engineering for Everyone.
Lesson · Locked
Core concepts
Core concepts — Prompt library in Prompt Engineering for Everyone.
Lesson · Locked
Worked example
Worked example — Prompt library in Prompt Engineering for Everyone.
Lesson · Locked
Hands-on practice
Hands-on practice — Prompt library in Prompt Engineering for Everyone.
Lesson · Locked
Module quiz: Prompt library
Check what you learned in Prompt library before moving on.
Quiz · Locked
Graded project: Prompt Engineering for Everyone
Apply everything from Prompt Engineering for Everyone in one graded, portfolio-ready build.
Graded project · Locked
Applied learning project
Use Graded project: Prompt Engineering for Everyone to apply this course to a practical challenge. You’ll finish with a clear solution and the reasoning behind your choices.

Your instructor
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.”
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Following the order of AI Fundamentals & Generative AI.
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Overview and set-up
Prompt Engineering for Everyone
40 min · Resume
Course 8 in the track
Capstone: Build Your AI Workflow
Choose a job task, Design prompts, Automate, and more.
Beginner · Course · 4 weeks at 5 hrs/week
Course 9 in the track
AI Image & Video Creation
Midjourney/DALL-E basics, Canva AI, Video with Runway/HeyGen, and more.
Beginner · Course · 3 weeks at 5 hrs/week
Course 10 in the track
Responsible AI & Data Privacy in Africa
Uganda DPPA, Kenya DPA, Nigeria NDPA, Consent, Bias case studies, and more.
Beginner · Course · 3 weeks at 5 hrs/week
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How modern AI works, from tokens to transformers, with hands-on prompting practice.
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