Learn AI with real videos, then certify yourself.
Pick a learning path, follow curated steps, then take quests on Curio to turn your YouTube watching into verifiable proof of skill.
Try “AI foundations”, “storytelling” or “product”.
Example roadmap
Watch core videos
Take a practice quest
Auto‑generated from the videos you add.
Earn a certificate
Show your progress
Track your mastery on Curio
Quests, mastery points and certificates tied to your paths.
AI & Engineering
Core technical skills for working with AI and code.
Learn AI with YouTube: The Complete Beginner Learning Roadmap
Artificial intelligence is transforming every industry. But many people trying to learn AI online run into the same problem: too many videos and no clear structure.
Learn Prompt Engineering for Free: A Structured Beginner Learning Path
Prompt engineering is one of the most important skills for working with modern AI systems.
Learn LLM Engineering for Free: A Practical Learning Path
Large Language Models (LLMs) power modern AI systems like ChatGPT, Claude, and Gemini.
Learn LLM Evaluation and LLM-as-a-Judge: A Practical Learning Path
Building AI products does not stop after integrating a large language model.
AI Engineering Interviews: Free Prep Learning Path
Preparing for AI Engineer interviews means more than leetcode: you need to understand the full funnel (recruiter screen → theory → coding → project deep dive → system design → behavioral), what companies test in each rou
Product & Business
Use AI to build, ship, and grow products.
Product Management Masterclass: Free PM Learning Path from YouTube
Learning product management from scratch—or levelling up—doesn’t have to cost thousands. Some of the best product leadership content lives on YouTube: Y Combinator’s How to Start a Startup, Stanford’s startup lectures, M
Learn AI Product Management for Free: A Practical Learning Path
Artificial intelligence is rapidly transforming how products are built.
Communication & Leadership
Explain complex ideas and lead with clarity.
Technical Storytelling Masterclass: Free Presentations, Business Narratives, and Code Walkthroughs
Technical storytelling is the skill of turning complex systems, code, and product decisions into a narrative that holds attention, earns trust, and drives action. The best material for this lives on YouTube—from MIT and
Presenting Complex Ideas: Free YouTube Masterclass for Engineers and Product People
This curated Presenting Complex Ideas masterclass is for engineers and product people who need to explain hard things clearly: architectures, trade-offs, AI/ML concepts, roadmaps, technical decisions, and live demos. The