Course Catalog
53 written courses, open to start now. Search, filter, and read the promise at the top of each.
Only written courses are listed. 50 more are in preparation and appear, unlinked, on their program pages.
Showing 53 of 53 courses
Foundations of AI
Explain what AI is and is not, follow how a program searches and reasons, and tell a real capability from a marketing claim.
AI & Machine Learning
Machine Learning
Build, evaluate and explain a working machine-learning model on a real dataset, from a first regression to a deployed ensemble.
AI & Machine Learning
Deep Learning & Neural Networks
Build and train neural networks for images, sequences and text, and explain how transformers and generative models actually work.
AI & Machine Learning
AI Ethics & Governance
Run an ethics review of a real AI system: find where it can cause harm, measure fairness, and write the governance a team can follow.
AI & Machine Learning
Introduction to Data Science
Take a messy spreadsheet from question to clean chart to a written finding, using Python and the tools working data scientists use.
Data Science & Analytics
Statistical Methods
Test a claim with real statistics: run and read hypothesis tests, regressions and A/B tests, and know when the numbers are lying to you.
Data Science & Analytics
Data Visualization & Communication
Turn analysis into charts, dashboards and stories that make people act, using the visual rules that professionals follow.
Data Science & Analytics
Big Data Engineering
Build a data pipeline that moves, cleans and serves data at scale, and choose between the cloud tools without buying the wrong one.
Data Science & Analytics
Predictive Analytics
Forecast, predict churn, and recommend: build predictive models a business would pay for, and measure their impact in money.
Data Science & Analytics
Cybersecurity Fundamentals
Protect a small organisation: explain the core security ideas, set up strong identity and network basics, and respond to a first incident.
Cybersecurity
Network Security
Design and defend a network: segment it, write firewall rules, secure its protocols, and investigate traffic with Wireshark.
Cybersecurity
Ethical Hacking & Pen Testing
Run an authorised penetration test end to end: scope it, find and exploit weaknesses, and write a report that gets them fixed.
Cybersecurity
Principles of Management
Run a small team on purpose: plan, organise, lead and measure using the same tools working managers use every week.
Business Administration
Financial Accounting
Read and build the three financial statements, record transactions correctly, and judge a company's health from its ratios.
Business Administration
Strategic Management
Analyse an industry, choose a strategy, and write an execution plan a leadership team could adopt this quarter.
Business Administration
Digital Marketing Fundamentals
Plan, launch and report on a small digital campaign, and read the numbers well enough to know what to do next.
Digital Marketing
Content Strategy & SEO
Grow search traffic on purpose: audit a site, plan content around real keywords, earn links honestly and prove the return.
Digital Marketing
Personal Finance & Economics
Run your own money like a professional: read the economy, build a budget that survives a bad month, invest simply, manage credit and plan long-term.
Finance & Accounting
Introduction to Psychology
Explain how people think, learn and develop using real psychological science, and tell a sound study from a headline.
Psychology
Cognitive Psychology
Explain attention, memory, language, decision-making and problem-solving well enough to improve your own.
Psychology
US Healthcare System Overview
Explain how the US healthcare system is built, paid for and regulated, and follow a patient's dollar from insurer to provider.
Healthcare Administration
Healthcare Finance & Budgeting
Manage the money in a healthcare organisation: run the revenue cycle, read reimbursement, build a budget and analyse the financials.
Healthcare Administration
Health Information Systems
Lead a health IT effort: understand EHRs and interoperability standards, plan an implementation, use the data, and keep it secure.
Healthcare Administration
Global Health Issues
Analyse a global health problem with real data, explain its drivers, and evaluate what has worked against it.
Public Health
Public Health Policy
Move evidence into policy: analyse a health policy, cost it, build the case, advocate for it and evaluate what it did.
Public Health
Design Thinking & Principles
Design a clear, well-composed piece from a real brief, use colour and type on purpose, and present it with a case study.
Graphic Design & UX
User Experience Research
Plan and run user research that changes a product decision, from interviews to usability tests to a report people read.
Graphic Design & UX
UI Design & Prototyping
Design and prototype a polished, accessible interface from wireframe to developer handoff.
Graphic Design & UX
Design Systems at Scale
Build and govern a design system a real team can adopt: tokens, components, documentation and a contribution process.
Graphic Design & UX
Foundations of Education
Plan and teach a lesson that works: pick a learning theory, choose a method, manage the room and assess what was learned.
Education & Teaching
What Is Artificial Intelligence?
Explain to anyone what AI is, how the assistants work, where AI already sits in your life, and how to judge a claim about it.
AI Foundations & Future of AI
The Future of AI: 2025-2040
Reason about where AI is heading over the next fifteen years and make a personal plan that holds up under several futures.
AI Foundations & Future of AI
The Future of Work: Jobs AI Is Creating
Name the jobs AI is creating, explain which industries are hiring for them and why, and pick two roles worth investigating for yourself.
Future Jobs & AI Career Paths
Career Paths for the AI Era: Step-by-Step Roadmaps
Build a twelve-month, step-by-step roadmap from where you are today to a specific AI-era role.
Future Jobs & AI Career Paths
AI Skills Training: The Complete Toolkit
Use AI at a professional level: read the research, work with data and APIs, automate a workflow, build a custom assistant, and make the business case.
Future Jobs & AI Career Paths
Industry Deep Dives: AI Jobs by Sector
Map the AI roles in five industries, know what each does and pays, and match your background to the two best fits.
Future Jobs & AI Career Paths
The 2030 Career: Building Your Future-Proof Life
Assemble the portfolio, brand, finances and five-year plan of a career that stays valuable as AI changes the work.
Future Jobs & AI Career Paths
AI for Business: The Complete Introduction
Find the AI opportunities in a real business, run a small pilot, and measure whether it paid.
AI for Business & Industry
AI for Marketing & Sales
Run marketing and sales with AI: produce content at scale, score and predict customers, automate the pipeline, and prove growth.
AI for Business & Industry
AI for Everyday Life
Put an AI assistant to work in your daily life — writing, scheduling, health, money and family — with habits that keep you in charge.
AI for Creative & Personal Life
AI for Creative Expression
Make finished creative work with AI — images, writing, music, video — and know what you can sell and what you must credit.
AI for Creative & Personal Life
AI Security Fundamentals
Recognise how AI is attacked and how it attacks, defend a simple AI feature, and spot a deepfake.
AI Security & Responsible AI
AI Risk Assessment & Governance
Assess and govern the risk of a real AI system using NIST, EU and ISO frameworks, and hand a team the policies to run it.
AI Security & Responsible AI
Introduction to Python
Write real Python programs from scratch — with variables, loops, functions, data structures and classes — and finish a small project you can show.
Computer Science
Data Structures & Algorithms
Pick the right data structure and algorithm for a problem, implement it, and explain its speed in Big-O terms.
Computer Science
Operating Systems
Explain what an operating system does with processes, memory, files and concurrency, and debug the problems that come from them.
Computer Science
Software Engineering
Ship software the way teams do: gather requirements, design cleanly, review code, test it, deploy it and keep it running.
Computer Science
Distributed Systems
Reason about systems spread across many machines: failures, clocks, consensus, replication and the modern platforms built on them.
Computer Science
Vibe Coding Fundamentals
Build and publish a real website by describing what you want in plain English and steering an AI that writes the code.
Vibe Coding & AI-Assisted Development
React & Next.js via Vibe Coding
Build and deploy a full-stack web app with React and Next.js by directing an AI, and understand enough to keep it working.
Vibe Coding & AI-Assisted Development
Designing Systems That Use AI APIs
Design and ship a product feature that uses an AI API — with streaming, state, fallbacks, retrieval and controlled cost.
Vibe Coding & AI-Assisted Development
React Native via Vibe Coding
Build a mobile app with React Native and Expo by directing an AI, use device features, and submit it to an app store.
Vibe Coding & AI-Assisted Development
Multi-Developer Vibe Coding Workflows
Run an AI-assisted software team: shared conventions, code review, Git workflows, architecture decisions and production operations.
Vibe Coding & AI-Assisted Development