Large Language Models (LLMs) like Claude and Gemini are cognitive engines — they don't just process text, they reason, translate, summarize, code, and automate tasks that previously required specialized human expertise. This module covers the full spectrum: from crafting effective prompts to building conversational AI, from translating African languages to "vibe coding" (generating software from plain language descriptions). Whether you're a researcher summarizing papers, a small business owner drafting contracts, or a field worker automating reports, LLMs can amplify your cognitive capacity. "The 4th industrial revolution in Africa cannot take place in English."
Learn language & cognitive intelligence step by step with narration, interactive theory, and hands-on pipeline activities. Everything you need is inside the lesson — no coding required.
Start LessonAlready know the basics? Go straight to building language & cognitive intelligence pipelines visually.
Open BuilderLearning Objectives
What you'll learn in this module
- Craft effective prompts using zero-shot, few-shot, and chain-of-thought techniques
- Build a conversational chatbot with system prompts and context management
- Summarize documents and extract structured information from unstructured text
- Translate between English and African languages using Helsinki-NLP and LLMs
- Use vibe coding to generate working code and applications from natural language
- Automate cognitive tasks: report generation, data extraction, form filling, and workflow automation
- Choose the right tool: when to use specialist models vs general-purpose LLMs
Sector Applications
How this technology is used across African sectors
Summarize clinical notes, translate patient consent forms into local languages, build triage chatbots, and auto-generate medical intake forms
💾 Sample DatasetGenerate lesson plans, create adaptive tutoring chatbots, translate learning materials, and build assessment tools with vibe coding
💾 Sample DatasetSummarize policy documents, translate laws into local languages, build citizen service chatbots, and automate permit and compliance workflows
💾 Sample DatasetSummarize literature, extract themes from interviews, translate survey instruments, generate analysis scripts, and draft structured reports
💾 Sample DatasetGenerate invoices, draft contracts, translate business communications, automate inventory tracking, and create simple apps via vibe coding
Use LLMs to generate code from natural language descriptions — build dashboards, data pipelines, and prototypes without deep programming expertise
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