Browse Courses by Subject

From AI literacy to production ML

The AI & Machine Learning subject covers the full path from understanding what artificial intelligence is — no coding required — through to building and deploying real models. Courses span Python for data science, machine-learning and deep-learning foundations, natural language processing, computer vision, prompt engineering, building AI applications on top of LLM APIs, AI ethics, and MLOps for taking models to production.

Build and ship web products end to end

The Web Development subject covers building for the web from your first HTML page through to deploying a full-stack product to the cloud. Courses span HTML and CSS, modern JavaScript and TypeScript, React and Next.js, Node.js and Express, API design, PostgreSQL database design, web security and OWASP, and cloud deployment to AWS, Vercel, and Railway.

Start, grow, and run a business

The Business & Entrepreneurship subject covers the practical skills to launch and grow a venture: validating an idea and landing a first customer, digital marketing, growth experimentation, financial literacy, e-commerce, product management, the business model canvas, remote-team management, and fundraising and pitching.

Conversation-first language learning

The Language Learning subject offers conversation-first tuition with exam-aligned tracks. Courses cover practical, everyday and workplace language alongside structured grammar and exam preparation, so learners can build usable fluency for travel, work, study, and migration.

Turn raw data into decisions

The Data & Analytics subject covers the pipeline from raw data to decision support: querying databases with SQL, analysis and visualisation, statistics and experimentation, and the dashboarding and reporting skills that analysts use across finance, retail, healthcare, and the public sector.

Design, create, and tell stories

The Creative Skills subject covers the disciplines that turn ideas into things people want to use and watch: interface and visual design, creative tooling, and the craft of producing and editing content for digital audiences.