AI Fundamentals & Generative AI
8 courses, 40 hours, ending in Capstone: Build Your AI Workflow.
Course catalogue
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Live results from the Yiga AI catalogue
8 courses, 40 hours, ending in Capstone: Build Your AI Workflow.
How modern AI works, from tokens to transformers, with hands-on prompting practice.
Midjourney/DALL-E basics, Canva AI, Video with Runway/HeyGen, and more.
Agent builders, Tools, Memory, and more.
Auth, Edge functions, Chat UI, and more.
8 courses, 50 hours, ending in Capstone: Automate a Real Business.
13 courses, 100 hours, ending in Project: AI Tutor for a Ugandan Curriculum.
AI in email & docs, Meeting notes, Spreadsheet AI, and more.
Red-teaming, Evals, Observability, and more.
Databases, Templates, Scripts, and more.
Invoicing, CRM, Inventory, and more.
Triggers & actions, Workflows, Data flow, and more.
Tool use, Planning, Memory, and more.
Prompting Lovable, Supabase backend, Deploy, and more.
Voiceflow/Botpress, WhatsApp API, Handover, and more.
WhatsApp Cloud API, Webhooks, Flows, and more.
Audit, Design, Build, and more.
Choose a job task, Design prompts, Automate, and more.
Image classification, Object detection, Transfer learning, and more.
Feature stores, Airflow, Data validation, and more.
Tensors, Autograd, CNNs, and more.
TensorFlow Lite, Quantisation, On-device inference, and more.
Hugging Face, LoRA/QLoRA, Datasets, and more.
How LLMs work, Tokens & context, Image/audio/video generation, and more.
Chains, Retrievers, Callbacks, and more.
APIs (OpenAI, Anthropic, Gemini), Tokens & cost, Streaming, and more.
12 courses, 100 hours, ending in Project: Swahili Speech-to-Text Model.
Linear/logistic regression, Gradient descent, Regularisation, and more.
Experiment tracking (MLflow), Pipelines, Versioning, and more.
Docker, FastAPI, Batch vs real-time, and more.
Drift detection, Alerts, Retraining, and more.
Nodes, LLM steps, Webhooks, and more.
Attention, BERT, Fine-tuning, and more.
Content ingestion, Grounded answers, Quizzes, and more.
Data, Model, Deployment, and more.
Design, RAG over docs, WhatsApp channel, and more.
Dataset, Fine-tune Whisper, Evaluate, and more.
Design reliable prompts and AI workflows for real jobs and small businesses.
Prompt anatomy, Role/context/format, Few-shot & chain-of-thought, and more.
Structured outputs, Evaluation, Guardrails, and more.
Agents & environments, Q-learning, Policy gradients, and more.
Uganda DPPA, Kenya DPA, Nigeria NDPA, Consent, Bias case studies, and more.
Embeddings, Vector databases (pgvector, Pinecone), Chunking, and more.
Whisper, TTS, Image understanding, and more.
What AI is and isn't, Narrow vs general AI, AI in Africa today, and more.
Tool comparison, Documents & data uploads, Custom instructions, and more.
Connecting apps, Filters, Paths, and more.