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Cover image for Chain-of-Thought for High-School Math Tutoring
Design

Chain-of-Thought for High-School Math Tutoring

FreeVerified credential2 weeksIntermediate

Overview

What this challenge is about.

You receive 80 practice problems across 4 topics (linear equations, factoring, systems of equations, quadratics), each with the correct answer and an expected age-appropriate explanation written by a teacher. Design CoT prompts (zero-shot CoT plus a small, careful few-shot variant) that produce reasoning-first responses. Evaluate via a 5-criterion rubric (correctness, age-appropriate vocabulary, step ordering, error-handling on wrong student answers, no skipped algebraic steps) scored by 2 paid teacher reviewers on 40 of the problems. Success is an average score above 4.0 out of 5 on each criterion and 100 percent correctness.

CredentialBlockchain-anchored
ShareableLinkedIn-ready
LanguageEnglish
PaceSelf-paced

The Brief

What you'll do, and what you'll demonstrate.

Design CoT prompts that pass a teacher-reviewed pedagogy rubric on Spanish-language high-school algebra explanations.

Earning criteria — what you'll demonstrate

  • Apply zero-shot and few-shot chain-of-thought prompting to a domain with strict pedagogy
  • Design and run a human-evaluation rubric with paid expert reviewers
  • Tune prompts to satisfy multiple criteria, not just correctness
  • Translate prompt-design decisions into product-team documentation

Program Fit

Where this fits in your program.

Sharpens the same skills your degree expects you to demonstrate.

Skills

Skills you'll demonstrate.

Each one shows up on your verified credential.

Careers

Roles this prepares you for.

Real titles. Real skill bridges. Pick the one closest to your trajectory.

Career paths this builds toward

Canonical roles

Prompt Engineer

Designing CoT prompts for a domain with hard pedagogy constraints, plus running a human-eval rubric, is the exact day-one job of a prompt engineer at any edtech.

This challenge sharpens

  • chain-of-thought-prompting
  • few-shot-prompting
  • prompt-evaluation

AI Product Designer

Translating product tone and pedagogy constraints into prompt design and rubric criteria is exactly what AI product designers do at consumer AI startups.

This challenge sharpens

  • pedagogy
  • rubric-design
  • prompt-evaluation

AI Engineer

Owning the prompt-quality loop with versioned templates and a teacher-reviewed eval suite is the AI-engineer skillset shipping AI features requires.

This challenge sharpens

  • prompt-evaluation
  • few-shot-prompting
  • chain-of-thought-prompting

One more thing

You can put a credential on your CV by Friday.