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AI Training Foundations

FreeBeginner

Learn to evaluate AI responses with professional judgment.

A practical course built around the skills used in AI evaluation work — instruction following, factuality, reasoning, ranking, safety, and response quality.

  • 8 modules
  • ~86 min
  • Practice labs
  • Final assessment
  • Certificate
View curriculum
  1. Learnupcoming
  2. Practiceupcoming
  3. Assessmentupcoming
  4. Resultsupcoming
  5. Certificateupcoming

Try it yourself

Which response follows the instruction better?

PromptGive me three inexpensive vegetarian dinner ideas.

Choose A or B to see the explanation.

Curriculum

Build the core skills step by step.

8 modules · ~86 min

  1. 01
    AI Training: Roles, Tasks & Expectations9 min · Not startedExplain what human AI evaluation contributes
    Start
  2. 02
    Reading Prompts, Rubrics & Constraints11 min · Not startedBreak a prompt into testable requirements
    Start
  3. 03
    Evaluating Response Quality12 min · Not startedEvaluate instruction following, accuracy, relevance, clarity, completeness, and support
    Start
  4. 04
    Comparing and Ranking AI Responses10 min · Not startedMake pairwise comparisons systematically
    Start
  5. 05
    Factuality, Research & Hallucinations13 min · Not startedIdentify verifiable claims
    Start
  6. 06
    Writing, Style & Evaluation Justifications10 min · Not startedWrite specific, neutral justifications
    Start
  7. 07
    Safety, Uncertainty & Responsible Judgment10 min · Not startedRecognize when a response needs cautious handling
    Start
  8. 08
    Task Workflow, Quality & Getting Started11 min · Not startedUse a repeatable task workflow
    Start

Skills you’ll build

The judgment this course practices

  • Evaluate quality

    Evaluate instruction following, accuracy, relevance, clarity, and completeness

  • Verify factuality

    Identify factual claims that require verification

  • Compare responses

    Compare two AI responses systematically

  • Explain decisions

    Write concise evidence-based evaluation justifications

Practice labs

Practice before the final assessment.

Optional labs. They do not affect your certificate score.

  • Constraint Detective

    Spot hidden requirements before judging an AI response.

    Practice

    Start lab

  • Response Ranking

    Compare responses and justify your choice.

    Practice

    Start lab

  • Hallucination Spotter

    Identify unsupported or inaccurate claims.

    Practice

    Start lab

View all practice labs

Final readiness assessment

See what you’re ready for — and what to improve.

The final assessment brings together everything you’ve learned in this course. It measures five core evaluation skills using the weighting below.

26 questions · 5 skill areas · 75/100 to earn your certificate

This is an educational assessment. Your score does not guarantee employment, platform acceptance, project availability, or income.

How your score is built

Total: 100%

These percentages show the assessment weighting for each skill area — not your current score.

  • 25% Instruction following
  • 25% Response evaluation
  • 20% Factuality & research
  • 20% Written reasoning
  • 10% Attention to detail

The five skill areas

Here’s what each area measures and how it contributes to your final score.

  • 25%

    Instruction following

    Follow explicit and implicit requirements accurately without adding or missing key details.

    Learn more
  • 25%

    Response evaluation

    Judge the overall quality, helpfulness, and safety of AI responses.

    Learn more
  • 20%

    Factuality & research

    Identify unsupported claims, check accuracy, and recognize when stronger sources are needed.

    Learn more
  • 20%

    Written reasoning

    Explain judgments clearly, consistently, and with appropriate depth.

    Learn more
  • 10%

    Attention to detail

    Catch smaller issues, contradictions, and constraint violations that others may miss.

    Learn more

Ready to put your skills to the test?

Complete the course modules, practice in the labs, then take the final assessment to see how you’re doing.

Certificate of Completion

A record of this educational program

Complete the course and meet the assessment requirement (75/100) to earn an AI Trainers Certificate of Completion. Once earned, it is stored on your profile.

Earn this certificate by

  • Completing the course
  • Passing the final assessment with 75/100 or higher
  • Completion record
  • Assessment-backed
  • Stored in your AI Trainers profile

Complete the course to unlock the assessment, then earn the certificate.

This educational program does not guarantee employment, third-party platform acceptance, project availability, or income.

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Certificate of Completion

AI Training Foundations

Preview only — not an issued credential

  • Pass score75/100
  • Program typeEducational
  • Stored onYour profile

Awarded upon course completion and meeting the internal assessment requirement.

Preview · Issued via AI Trainers profile

Preview of the AI Trainers Certificate of Completion for AI Training Foundations. Pass score 75. This is not an issued credential.

Built for wherever you’re starting

Who this course is for

I'm completely new

Build the fundamentals before you spend hours applying blindly.

I created accounts but feel stuck

Understand the skills behind common evaluation tasks and practice them systematically.

I passed onboarding but have little/no work

Strengthen transferable evaluation skills while keeping expectations realistic about project availability.

I want a structured starting point

Use one practical path instead of piecing together scattered videos and forum posts.

You’ve built the foundation

Learning is only the first step.

Use your skills and assessment results to understand which AI-training opportunities may fit your background. Assessment scores do not predict third-party acceptance.

Explore opportunitiesTalk with a coach

Ready to start?

Build the fundamentals in about 86 minutes and practice at your own pace.