AI for Everyday Work and Prompting
Use AI for a practical workplace task and check the result.
People who want to use AI thoughtfully at work.
View planned courseCourses
Practical skills. A clear direction.
Explore planned courses across Codeless AI and AI Engineering. Choose by the outcome you want to achieve.
Structured courses are in preparation; enrolment is not open. The FastAPI course is available now: Nine core stages, 45 core lessons and nine optional lessons.
Find your learning pathBuilding Production-Ready APIs with FastAPI
Nine core stages, 45 core lessons and nine optional lessons. The broader AI backend curriculum below remains planned.
Start course Course contents Course overviewThe planned course catalogue
Next up: everyday AI, no-code workflows, Python and SQL.
Codeless AI Assistants and Automation
Build a usable no-code assistant or workflow with checks and human review.
People ready to turn repeated tasks into a supervised workflow.
View planned coursePython for AI and Data
Write Python and prepare, analyse and visualise data for a practical project.
Beginners and builders who need a Python foundation.
View planned courseSQL for Data Analysis and AI
Retrieve and shape data with SQL for analysis or an AI application.
People working with structured data and data-backed applications.
View planned courseApplied Statistics and Data Storytelling
Use statistical reasoning, Python analysis and clear visuals to explain a finding.
Analysts and builders who need to interpret and communicate evidence.
View planned courseApplied Machine Learning
Train, compare and evaluate machine learning models on a defined problem.
Builders who want to work with predictive models.
View planned courseDeep Learning Foundations
Build and evaluate a first neural network project with one primary framework.
Learners ready to explore neural networks through a practical project.
View planned courseFastAPI for AI Backend Development
Build and test the API backend needed by an AI application.
Python builders preparing an application backend.
View planned courseGenerative AI and RAG Applications
Build an AI application, add retrieval and evaluate its answers.
Builders who want to connect generative AI to useful information.
View planned courseAgentic Workflow Engineering
Build a bounded, tested agent workflow with one primary framework.
Builders whose applications need multi-step tool use.
View planned courseLLMOps for Reliable AI Applications
Evaluate, monitor and operate an AI application reliably.
Builders taking a working AI application into ongoing use.
View planned courseHTML and CSS Foundations
Build accessible, responsive web pages with clear structure and layout.
Application builders preparing a frontend.
View planned courseJavaScript Fundamentals
Add useful browser interactions and work with HTTP APIs.
Application builders preparing a frontend.
View planned courseReact and TypeScript
Build a typed frontend that connects to an application API.
Application builders preparing a frontend.
View planned course