{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "zorost/AI-Engineering-Lab",
 "name": "AI-Engineering-Lab",
 "owner": "zorost",
 "slug": "zorost-ai-engineering-lab",
 "github": "https://github.com/zorost/AI-Engineering-Lab",
 "what": "A free, MIT licensed, self-paced 24-week AI engineering course built around one fictional freight company, with 43 runnable notebooks.",
 "why": "",
 "language": "Jupyter Notebook",
 "requirements": [
  "A computer you can install software on",
  "Git installed, to run the clone command",
  "Python installed, with pip available",
  "About ten hours a week and basic computer literacy",
  "No prior Python, GPU, or paid API key is required"
 ],
 "audience_note": "Software developers adding AI, analysts moving toward engineering, students, career changers, and technical founders who can install software and spend about ten hours a week.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/zorost-ai-engineering-lab/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "zorost-ai-engineering-lab--start-ai-engineering-course-week-one",
   "title": "Start the 24-week AI engineering course today",
   "best": true,
   "url": "https://dedupedai.com/use-cases/zorost-ai-engineering-lab/start-ai-engineering-course-week-one/",
   "json": "https://dedupedai.com/use-cases/u/zorost-ai-engineering-lab/start-ai-engineering-course-week-one.json"
  },
  {
   "id": "zorost-ai-engineering-lab--build-rag-on-freight-dataset",
   "title": "Build a retrieval corpus from the freight case study",
   "best": false,
   "url": "https://dedupedai.com/use-cases/zorost-ai-engineering-lab/build-rag-on-freight-dataset/",
   "json": "https://dedupedai.com/use-cases/u/zorost-ai-engineering-lab/build-rag-on-freight-dataset.json"
  },
  {
   "id": "zorost-ai-engineering-lab--run-coding-agent-harness-lessons",
   "title": "Learn coding agent harnesses with Claude Code or Cursor",
   "best": false,
   "url": "https://dedupedai.com/use-cases/zorost-ai-engineering-lab/run-coding-agent-harness-lessons/",
   "json": "https://dedupedai.com/use-cases/u/zorost-ai-engineering-lab/run-coding-agent-harness-lessons.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}