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AI learning category

AI Learning & Career Skills

Develop understanding through projects, reflection and practical skill practice.

Start with a question

What can I now explain or do that I could not do before?

Choose a skill you want to use, then select a small project that makes your understanding visible. Record what you can explain, what you can change and which question deserves further study.

This category connects practical AI learning with self-study and building useful capability. Start with the available exercise, explore the creators for further teaching, and return for a check-in. Career direction and skills develop through decisions and practice; these pages do not promise employment or a fixed learning timeline.

Creators in this group

Editorial learning routes. Inclusion does not imply participation, endorsement or coverage of every AI product.

Alex FinnAlex Finn was a bored 30-year-old software engineer at HubSpot when he started an anonymous Twitter account in 2022. A viral thread breaking down Elon Musk's open-source X algorithm caught the attention of Musk and Mark Cuban — growing his following to 457K in two years. He quit his job in 2024, launched Creator Buddy (an AI content coaching platform) and hit $300K ARR in two weeks, and now runs the most-watched 'vibe coding' channel on YouTube at 214K subscribers. His philosophy: 1% better every day.Allie K. MillerAllie K. Miller teaches and advises on AI in business. Her website and AI with ALLIE newsletter bring together practical learning resources, ideas about organizational readiness and ways to use AI at work.Brian CaselBrian Casel is a designer, developer and entrepreneur who shares his work through writing, videos and podcasts. His teaching includes building software products and learning through AI-assisted design and development.Dr. Fei-Fei LiDr. Fei-Fei Li immigrated from China at 16, worked in her family's dry-cleaning shop and as a dishwasher, and went on to earn a physics degree from Princeton and a PhD from Caltech. She created ImageNet — the 14-million-image dataset that made modern AI possible — co-directed Stanford's Human-Centered AI Institute, and now leads World Labs, a spatial intelligence company. Her memoir The Worlds I See was selected by Barack Obama as essential reading on AI. She is a member of all three U.S. National Academies and was named one of TIME's Architects of AI (2025).Elon MuskElon Musk was born in 1971 in Pretoria, South Africa, taught himself to code as a child, and emigrated to North America with almost nothing. After co-founding and selling Zip2 and PayPal, he poured his entire fortune into two companies that nearly bankrupted him simultaneously in 2008: SpaceX and Tesla. Both survived to dominate their industries. His approach — first-principles reasoning, an 100-hour work week, and a refusal to accept 'that's how it's always been done' as an answer — has made him the most studied industrialist of his generation.Igor PoganyIgor Pogany is Head of AI Education at AI Advantage. He publishes practical AI teaching through The AI Advantage YouTube channel, written newsletters and community posts, including work on prompting and recurring workflows.Jeff SuJeff Su creates AI, productivity and career learning resources for working professionals. His website brings together written guidance, practical tutorials and his AI Essentials newsletter.Matthew BermanMatthew Berman is the creator of Forward Future, an AI publication and video channel covering tools, models and practical applications. Its public resources include interviews, guides and editorial comparisons for people learning how to evaluate AI.Riley BrownRiley Brown shares demonstrations of building apps with AI coding tools. His public material includes an interval-timer example and videos on AI-assisted app development.Tina HuangTina Huang creates learning resources about AI, coding, careers and self-study. Her writing connects technical learning with project work, and her creator links lead to her YouTube channel and Lonely Octopus.Tristen O'BrienStart here for Tristen O'Brien's Every Day AI channel: Claude agents, Claude Code, AI tool explainers, practical workflow experiments, official links, and plain-English lessons for using artificial intelligence responsibly in everyday work.

Practical lessons

Use a reflection, a small SelfGrowthVideos exercise and a check-in to apply one idea.

Free practice lessonAlex Finn: Shrink an AI App Idea to One User TaskWhat is the smallest useful task my first AI-built app should help someone complete?Free practice lessonAllie K. Miller: Show the Evidence for Your AI SkillsWhat can I show, rather than assume, about my ability to use AI at work?Free practice lessonAllie K. Miller: Write the Workflow Before Automating ItHow can I turn a repeated task into instructions someone else can follow?Free practice lessonBrian Casel: Break an AI Coding Request Into Reviewable ChangesHow do I ask AI for a coding change I can understand, test and revise?Free practice lessonElon Musk: Test an AI Answer Against a Known ResultHow can I check an AI answer when its confident wording gives me no reason to trust it?Free practice lessonFei-Fei Li: Ask What an AI Benchmark MeasuresWhen an AI system has an impressive score, how can I tell whether that score answers my question?Free practice lessonIgor Pogany: Save a Prompt You Can RetestHow can I reuse a useful AI prompt without carrying old facts or hidden assumptions into a new task?Free practice lessonJeff Su: Clean a Sheet Without Losing Distinct RecordsHow can I tidy a small spreadsheet without deleting records that only look alike?Free practice lessonJeff Su: Separate Meeting Decisions From Action ItemsHow do I turn meeting notes into a useful AI-assisted brief without inventing decisions, owners or deadlines?Free practice lessonMatthew Berman: Compare AI Tools on the Same Useful TaskHow do I compare AI tools without letting a polished answer decide for me?Free practice lessonRiley Brown: Turn a Prototype into Observable ChecksHow do I tell whether an AI-built prototype does the job I intended?Free practice lessonTina Huang: Explain and Change One AI-Generated FunctionCan I explain and change a small piece of AI-generated code, rather than only get it to run?Free practice lessonTina Huang: Test a Small Template Before Sharing ItWhat should I check before handing a reusable spreadsheet to someone else?Free practice lessonTristen O'Brien: Preserve the Ask When Rewriting a MessageHow can I make an AI-assisted message clearer without changing what I am asking?

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