Each track runs three levels — beginner, intermediate, advanced — and is designed to be taken in order. Levels marked Coming soon have not been written yet; joining a waitlist is what moves them up the queue.
Foundation: start here if you are starting anywhere
Who it is for: Anyone who has used ChatGPT a few times and suspects they are getting a third of what it can do.
This is the only track with a course you can take today. AI Tools Fundamentals covers six kinds of tool: assistants, image generation, video, meeting assistants, automation, and research. It also teaches the two frameworks the rest of the catalog assumes you know — SPACE prompting, and a six-factor method for deciding whether a tool is worth your time. Later levels go deeper into multi-step work and tool combinations. They do not add new categories.
- BeginnerAI Tools Fundamentals— Master the top AI tools & skills that actually work. (6 hours, available now)
- IntermediateAI Tools Mastery— Advanced techniques for maximizing AI tool effectiveness and productivity (8 hours, coming soon)
- AdvancedAI Tools Expert— Master complex AI interactions, automation workflows, and cutting-edge techniques (10 hours, coming soon)
Business: AI that survives contact with a P&L
Who it is for: Operators, managers, and anyone who has been asked what the company should do about AI.
Most AI-for-business material is either a tool list or a McKinsey chart. This track aims at the decisions in between. Which processes are worth automating. How to judge a vendor pitch. What changes about a workflow when one step stops being predictable. It runs from everyday operational use, through strategy, to adoption across a whole organization.
- BeginnerAI for Business Basics— Essential AI applications for improving business operations and decision-making (6 hours, coming soon)
- IntermediateAI Business Strategy— Implement AI solutions that drive business growth and competitive advantage (10 hours, coming soon)
- AdvancedAI Business Transformation— Lead enterprise-wide AI adoption and digital transformation initiatives (12 hours, coming soon)
Creative: production work, not novelty images
Who it is for: Designers, marketers, and content teams who need output that ships at a consistent standard.
Generating one good image is easy. Generating forty on-brand assets, in a pipeline someone else can run, is the actual job. This track starts with single-tool generation and moves to chained workflows, where the output of one model feeds the next. It ends at the experimental edge, where the techniques still change month to month.
- BeginnerAI Content Creation— Create compelling content with generative AI tools and advanced techniques (7 hours, coming soon)
- IntermediateAI Creative Workflows— Build sophisticated creative pipelines combining multiple AI tools for professional results (9 hours, coming soon)
- AdvancedAI Creative Innovation— Push creative boundaries with experimental AI techniques and emerging technologies (11 hours, coming soon)
Technical: automation past the copy-paste stage
Who it is for: Technical operators, analysts, and founders who write some code and want AI to carry more of it.
There is a large gap between getting a 10% speedup from an AI assistant and getting 40%. The difference is not typing speed. It is managing context, reviewing output properly, and knowing which tasks to hand over at all. This track starts with the tools, moves into how they change review and process, and ends with building systems that use AI rather than only prompting it.
- BeginnerAI Coding Assistant Basics— Get started with AI-powered coding tools to boost your programming productivity (6 hours, coming soon)
- IntermediateAI Development Workflows— Integrate AI tools into professional development processes and team collaboration (9 hours, coming soon)
- AdvancedAI Technical Architecture— Design and implement AI-powered systems and custom automation solutions (12 hours, coming soon)
Productivity: the compounding, unglamorous half
Who it is for: Individual contributors drowning in inbox, meetings, notes, and status reporting.
For most people the highest-return use of AI is not a dramatic new capability. It is removing twenty minutes a day from work nobody accounts for: summarizing, reformatting, chasing, writing the same update three ways. This track builds from personal habits, to workflows a whole team runs on, to automation that runs without being asked.
- BeginnerAI Productivity Essentials— Transform your daily workflow with AI tools for research, writing, and task management (5 hours, coming soon)
- IntermediateAI Workflow Optimization— Design efficient AI-powered workflows that scale across teams and projects (8 hours, coming soon)
- AdvancedAI Productivity Mastery— Build sophisticated automation systems and AI-driven productivity frameworks (10 hours, coming soon)
Data & Analysis: questions of data, without writing SQL first
Who it is for: Analysts, founders, and anyone with a spreadsheet and a question they cannot quite phrase.
AI is good at the first mile of analysis. It shapes messy data, suggests what to look at, and explains a result in words a stakeholder will actually read. It is unreliable at the parts that have to be exactly right. So this track is as much about where to stop trusting the model as what to hand it. It moves from ad-hoc analysis to repeatable pipelines to predictive work.
- BeginnerAI Data Analysis Basics— Use AI tools to analyze data, create insights, and make data-driven decisions (7 hours, coming soon)
- IntermediateAI Analytics Workflows— Build comprehensive analytics pipelines using AI for advanced data processing (9 hours, coming soon)
- AdvancedAI Data Science— Apply advanced AI techniques for predictive modeling and complex data science projects (11 hours, coming soon)