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10-718: Machine Learning in Practice — course site

Source for the course website at https://dssg.github.io/MLinPractice/, built with Jekyll and the just-the-docs theme (used as a remote theme, so the theme is not vendored into this repo).

Structure

File Page
index.md Home (logistics, quick links, people)
syllabus.md Syllabus overview
module-1-building.md Module 1 · Building ML Systems
module-2-beyond-accuracy.md Module 2 · Beyond Accuracy
schedule.md Schedule
project.md Project description
grading.md Assignments & grading
policies.md Policies & resources

Navigation order and nesting are controlled by the nav_order, parent, and has_children fields in each page's front matter — not by folder location.

Deploy (GitHub Pages)

  1. Put these files at the root of the main branch (or a docs/ folder).
  2. In the repo: Settings → Pages → Build and deployment → Source: Deploy from a branch, and pick main (root or /docs).
  3. Push. GitHub Pages rebuilds automatically; the site appears at the url + baseurl set in _config.yml.

Preview locally (optional)

bundle install
bundle exec jekyll serve
# open http://localhost:4000/MLinPractice/

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Repository for ML in Practice Course at CMU (10-718)

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