Yiga AI

Course 10 of 10

Responsible AI & Data Privacy in Africa

Uganda DPPA, Kenya DPA, Nigeria NDPA, Consent, Bias case studies, and more.

Yiga AI

Beginner en

Beginner · 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.

Understanding Artificial Intelligence

Generative AI Concepts

Prompt Engineering for Everyone

Working with ChatGPT, Claude & Gemini

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 hoursUganda DPPA, Kenya DPA, Nigeria NDPAModule 1 of 4 in Responsible AI & Data Privacy in Africa.

  1. Overview and set-up

    Overview and set-up — Uganda DPPA, Kenya DPA, Nigeria NDPA in Responsible AI & Data Privacy in Africa.

    Lesson

    40 min

  2. Core concepts

    Core concepts — Uganda DPPA, Kenya DPA, Nigeria NDPA in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — Uganda DPPA, Kenya DPA, Nigeria NDPA in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — Uganda DPPA, Kenya DPA, Nigeria NDPA in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  5. Module quiz: Uganda DPPA, Kenya DPA, Nigeria NDPA

    Check what you learned in Uganda DPPA, Kenya DPA, Nigeria NDPA before moving on.

    Quiz · Locked

    20 min
Module 2 · 5 lessons · 3 hours LockedConsentModule 2 of 4 in Responsible AI & Data Privacy in Africa.

  1. Overview and set-up

    Overview and set-up — Consent in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  2. Core concepts

    Core concepts — Consent in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — Consent in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — Consent in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  5. Module quiz: Consent

    Check what you learned in Consent before moving on.

    Quiz · Locked

    20 min
Module 3 · 5 lessons · 3 hours LockedBias case studiesModule 3 of 4 in Responsible AI & Data Privacy in Africa.

  1. Overview and set-up

    Overview and set-up — Bias case studies in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  2. Core concepts

    Core concepts — Bias case studies in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — Bias case studies in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — Bias case studies in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  5. Module quiz: Bias case studies

    Check what you learned in Bias case studies before moving on.

    Quiz · Locked

    20 min
Module 4 · 6 lessons · 5 hours LockedAI policyModule 4 of 4 in Responsible AI & Data Privacy in Africa.

  1. Overview and set-up

    Overview and set-up — AI policy in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  2. Core concepts

    Core concepts — AI policy in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  3. Worked example

    Worked example — AI policy in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  4. Hands-on practice

    Hands-on practice — AI policy in Responsible AI & Data Privacy in Africa.

    Lesson · Locked

    40 min

  5. Module quiz: AI policy

    Check what you learned in AI policy before moving on.

    Quiz · Locked

    20 min

  6. Graded project: Responsible AI & Data Privacy in Africa

    Apply everything from Responsible AI & Data Privacy in Africa in one graded, portfolio-ready build.

    Graded project · Locked

    120 min

Applied learning project

Make the learning visible.

Use Graded project: Responsible AI & Data Privacy in Africa 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
Mariam K., Software & cloud

Your instructor

Mariam K.

Software & cloud

Helps new developers build reliable products through clear explanations and guided practice.

Diana Nsiiza, Yiga learner

“I use what I learned in my work now, not in some distant future project.”

Diana Nsiiza

Data analyst, Entebbe

Continue with

Your next best step.

Following the order of AI Fundamentals & Generative AI.

See the full chain

Next lesson

Overview and set-up

Responsible AI & Data Privacy in Africa

40 min · Resume

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