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~180 minExercisesProjectCertificate

RAG Retrieval Quality: Chunking, Ranking, and Failure Modes

Build practical fluency in RAG Retrieval Quality: Chunking, Ranking, and Failure Modes — with unique lesson drills, contracts, and a capstone you can ship or show in a review (~2–3 hours teach + practice).

Audience
Practitioners and solo operators leveling up on RAG Retrieval Quality: Chunking, Ranking, and Failure Modes (mid-level)
Category
rag
Estimated time
~180 minutes (target 150)
Version
generation v2

What you'll get

  • A focused ~180-minute path you can finish in one afternoon —3 modules, 9 lessons
  • Teach + do on every lesson (9 hands-on exercises)
  • Module quizzes so you know the material stuck (pass ≥75%)
  • A capstone project (~25 min) you can reuse at work or in a portfolio
  • A SkillPulse certificate when you meet the requirements below — not a participation badge
  • One-time $25 purchase with lifetime access to this course — no subscription

Automated micro-course owned by Jake Sumner. Honest skill practice — not hype or a “sentient” AI tutor.

Outline

  1. Module 1: Foundations of RAG Retrieval Quality:

    Establish vocabulary, contracts, and the minimum bar for RAG Retrieval Quality: Chunking, Ranking, and Failure Modes.

    • What “good” means for RAG Retrieval Quality: (15 min)
    • Inputs, outputs, and failure modes in RAG Retrieval Quality: (16 min)
    • A weekly measurement loop for RAG Retrieval Quality: (17 min)
    • Module quiz (pass ≥75%)
  2. Module 2: Practice RAG Retrieval Quality: under constraints

    Turn RAG Retrieval Quality: Chunking, Ranking, and Failure Modes concepts into repeatable drills with timeboxes and quality gates.

    • Timeboxed RAG Retrieval Quality: drills that force tradeoffs (18 min)
    • Checklists and templates that stick for RAG Retrieval Quality: (15 min)
    • Peer-ready review of RAG Retrieval Quality: without theater (16 min)
    • Module quiz (pass ≥75%)
  3. Module 3: Ship and defend RAG Retrieval Quality:

    Package RAG Retrieval Quality: Chunking, Ranking, and Failure Modes work so it survives contact with users, stakeholders, or production.

    • A minimal shippable slice of RAG Retrieval Quality: (17 min)
    • Defend assumptions and risks in RAG Retrieval Quality: (18 min)
    • Iterate RAG Retrieval Quality: from signals, not vibes (15 min)
    • Module quiz (pass ≥75%)

Capstone (~25 min) + final quiz (pass ≥80%) → certificate.

Certificate requirements

Plain rules — finish the work, prove it, get the certificate:

  1. Complete every lesson (teach + exercise).
  2. Pass each module quiz with ≥75%.
  3. Finish the capstone project.
  4. Score ≥80% on the final quiz.

Miss a threshold and you can retry quizzes; the certificate unlocks only when all four are done.

FAQ

Who is this for?
Practitioners and solo operators leveling up on RAG Retrieval Quality: Chunking, Ranking, and Failure Modes (mid-level). If that sounds like you and you want a practical afternoon on rag, this course is a fit.
How long does it take?
About 180 minutes end-to-end (target 150). Most people finish in one sitting or split across an afternoon.
Is it a subscription?
No. $25 one-time for this course — lifetime access, no monthly plan. Stripe checkout shows as SkillPulse — RAG Retrieval Quality: Chunking, Ranking, and Failure Modes.