# README Folio Learn is a built-in education platform that prepares healthcare professionals to contribute to AI training projects. Complete courses, earn certifications, and become a more competitive candidate for high-value Folio projects. ## What is Folio Learn? Folio Learn provides structured, self-paced courses covering the core concepts behind modern AI development — with a focus on how healthcare professionals apply their clinical expertise to improve AI systems. Completing Folio Learn courses demonstrates your readiness for AI training work and increases your visibility for relevant projects on the platform. ## Course Categories Folio Learn is organized into three certification tracks: ### AI Training Foundations An introduction to how AI models are built and improved. Covers the role of human trainers, data labeling, output evaluation, and feedback methodologies. Three courses: **ATF 1**, **ATF 2**, **ATF 3**. [Learn more about AI Training Foundations](broken://pages/64664c616f73a9408918d4003dfbc2b9396b2785) ### RLHF Reinforcement Learning from Human Feedback — the core technique used to align large language models (LLMs) with human values and intentions. One course: **RLHF 1** (15 min, 3 lessons). [Learn more about RLHF](broken://pages/4a30f15f11b0310ad3ddf3eea40a7b98139dff23) ### Safety & Red-Teaming Content safety, response safety, and adversarial testing of AI systems. Covers why healthcare professionals are uniquely positioned to identify failure modes in medical AI. [Learn more about Safety & Red-Teaming](broken://pages/3d3be919ff0e0c2e4662b4918825a3ef37790749) ## How Certifications Work 1. Navigate to the **Learn** section in the left sidebar. 2. Select a course and click **Start Lesson**. 3. Complete all lessons in a course to earn the certificate for that course. 4. Completed certifications appear on your Folio profile, visible to project managers reviewing applications. ## Why It Matters Healthcare AI training requires domain expertise that general-purpose data annotators cannot provide. By completing Folio Learn courses, you demonstrate both your clinical knowledge and your understanding of responsible AI development — making you a stronger candidate for specialized, higher-paying projects. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.folio.works/learn/readme.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.