Course Manifest

{
  "slug": "deep-learning-foundations",
  "title": "Deep Learning Foundations",
  "status": "source-package-review-edition",
  "published": false,
  "prerequisites": [
    "python-for-ai-and-data",
    "statistics-with-data-storytelling",
    "applied-machine-learning"
  ],
  "entrypoint": "index.html",
  "practice": "practice.html",
  "solutions": "solutions.html",
  "runtime": {
    "language": "Python",
    "version": "3.12",
    "framework": "PyTorch 2.9.1+cpu",
    "device": "CPU",
    "browser_runner_included": false
  },
  "lesson_count": 12,
  "lesson_exercises": 36,
  "checkpoint_questions": 18,
  "core_downloads_required": "Official Python packages once; no model/data downloads",
  "claims_excluded": [
    "full transformer mastery",
    "LLM training mastery",
    "production readiness",
    "certified accessibility",
    "validated learner completion time"
  ],
  "integration_gates": [
    "route/link checks",
    "runtime provision or clear local instructions",
    "browser/mobile QA",
    "screen-reader/keyboard QA",
    "OS install tests",
    "beginner pilot"
  ],
  "lesson_word_count": 10923,
  "source_package_only": true
}