AF-HE · Computing
Database Systems
University & tertiary Ages 18–99 60 hours en
Design reliable relational data systems.
Data modelling, SQL, normalisation, transactions, indexing, backups and responsible access control.
Curriculum family: African Higher Education Common Programmes
Course overview
This Computing course connects core university concepts to African contexts, practical inquiry and community-based application. Learners work through guided readings, a weekly studio and an applied final task.
Learning outcomes
Explain key Computing concepts; analyse evidence and assumptions; apply methods to an African case; communicate findings clearly; reflect on ethics, power and community impact.
Weekly outline
Week 1: Orientation and local context; Week 2: Core concepts; Week 3: Methods and evidence; Week 4: African case study; Week 5: Applied project; Week 6: Assessment and reflection.
Assessment
Weekly activities 30%; participation and peer response 20%; applied final project 50%.
Prerequisites: No formal prerequisite. Learners need curiosity, regular study time and access to weekly course materials.
Course media

Exams and assessment papers
No exam papers are available for download yet. Exam papers and results will appear here when a teacher publishes them.
Weekly lessons
| Week | Lesson | Studio |
|---|---|---|
| 1 | Week 1 - Orientation and local context: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 2 | Week 2 - Key concepts and vocabulary: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 3 | Week 3 - Methods, evidence and practice: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 4 | Week 4 - African case study and application: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 5 | Week 5 - Community project or problem studio: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 6 | Week 6 - Reflection, assessment and next steps: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 7 | Unit 7 - a local case study: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 8 | Unit 8 - comparison across places: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 9 | Unit 9 - voice and representation: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 10 | Unit 10 - ethics and responsibility: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 11 | Unit 11 - systems and relationships: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 12 | Unit 12 - patterns and interpretation: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 13 | Unit 13 - measurement and proportion: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 14 | Unit 14 - change over time: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 15 | Unit 15 - power and access: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 16 | Unit 16 - community strengths: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 17 | Unit 17 - primary sources and lived experience: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 18 | Unit 18 - research questions: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 19 | Unit 19 - organising evidence: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 20 | Unit 20 - mid-course synthesis: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 21 | Unit 21 - language and meaning: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 22 | Unit 22 - identity and community memory: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 23 | Unit 23 - land, environment and place: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 24 | Unit 24 - technology and access: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 25 | Unit 25 - designing a fair process: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 26 | Unit 26 - creative practice: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 27 | Unit 27 - problem definition: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 28 | Unit 28 - hypotheses and explanations: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 29 | Unit 29 - testing and revision: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 30 | Unit 30 - collaboration: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 31 | Unit 31 - communicating to an audience: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 32 | Unit 32 - visuals, numbers and media: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 33 | Unit 33 - resources and sustainability: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 34 | Unit 34 - rights and dignity: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 35 | Unit 35 - regional connections: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 36 | Unit 36 - project proposal: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 37 | Unit 37 - project purpose: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 38 | Unit 38 - project consultation: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 39 | Unit 39 - project preparation: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 40 | Unit 40 - project milestone one: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 41 | Unit 41 - constructive feedback: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 42 | Unit 42 - improving after feedback: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 43 | Unit 43 - quality and standards: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 44 | Unit 44 - risk and safety: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 45 | Unit 45 - leadership and responsibility: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 46 | Unit 46 - African innovation: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 47 | Unit 47 - professional application: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 48 | Unit 48 - project milestone two: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 49 | Unit 49 - accessible knowledge: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 50 | Unit 50 - self-assessment: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 51 | Unit 51 - debate and evidence: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 52 | Unit 52 - policy and collective action: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 53 | Unit 53 - livelihoods and value: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 54 | Unit 54 - health and wellbeing: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 55 | Unit 55 - climate resilience: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 56 | Unit 56 - heritage and future generations: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 57 | Unit 57 - digital literacy: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 58 | Unit 58 - community review: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 59 | Unit 59 - project milestone three: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 60 | Unit 60 - independent inquiry: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 61 | Unit 61 - theory and practice: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 62 | Unit 62 - uncertainty and limitations: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 63 | Unit 63 - future pathways: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 64 | Unit 64 - justice and reciprocity: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 65 | Unit 65 - clear presentation: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 66 | Unit 66 - project rehearsal: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 67 | Unit 67 - final evidence: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 68 | Unit 68 - applied project completion: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 69 | Unit 69 - public storytelling: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 70 | Unit 70 - teacher conference: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 71 | Unit 71 - exam preparation: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 72 | Unit 72 - practice assessment: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 73 | Unit 73 - correcting misconceptions: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 74 | Unit 74 - peer teaching: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 75 | Unit 75 - course synthesis: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 76 | Unit 76 - learning portfolio: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 77 | Unit 77 - community action: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 78 | Unit 78 - learner voice: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 79 | Unit 79 - assessment submission: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
| 80 | Unit 80 - mentorship and lifelong learning: Database Systems Open full lesson | Learner activity: make a one-page response for Database Systems. Start with what you already know, investigate one local example, compare two viewpoints, create a small artefact or worked solution, and share your reasoning with a peer or family member. |
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