Course Manifest

{
  "title": "Applied Machine Learning",
  "version": "2026-10-14.1",
  "status": "content package for review; not published",
  "entry": "index.html",
  "solutions": "solutions.html",
  "prerequisites": ["Python for AI and Data", "SQL for Data Analysis and AI", "Statistics with Data Storytelling"],
  "next_course": "Deep Learning Foundations",
  "practice": "CPU Python 3.12 with pinned scikit-learn; local route",
  "lesson_count": 12,
  "dataset": "1500 entirely synthetic depot jobs",
  "no_production_deployment": true
}