Definitions of Machine Learning

Here's the exact file to edit and folder to drop files in, for each site:

---

AML Basic (aml-basic/)

What	Where
Mark a lecture done, add date/URLs	content/course.yaml → find the lecture by id, change status, fill fields
Write notes for lecture 01	notes/01.md + set notes: true in yaml
Write notes for hands-on H1	notes/H1.md + set notes: true
Add MCQ for lecture 03	content/questions/03.yaml + set has_mcq: true
Update project status/score	content/course.yaml → exam.project section

---

ADS (ads-site/)

What	Where
Add/change a topic	content/topics.yaml
Write notes for "complexity"	notes/complexity.md + set notes: true
Add a problem to "complexity"	problems/complexity/my-problem.md + add entry in yaml

---

LAB1 (lab1-site/)

What	Where
Add/change a topic	content/lab1.yaml
Write notes for Casadio topic	notes/casadio/role-bioinformatics.md + set notes: true
Add questions for that topic	content/questions/casadio/role-bioinformatics.yaml

---

Hub (courses-hub/)

What	Where
Flip a course from wip → active	content/courses.yaml → change status and add url

---

The pattern across all sites is the same: one YAML file is the registry (what exists, what's ready, what URLs to show), separate markdown files are the content (notes, problems). You never touch the code — only YAML and markdown.