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Multimodal

Free short course

Multimodal AI: documents, images and sound

Learn to inspect OCR, charts, transcripts, video summaries and cross-modal contradictions.

1 module · 5 lessons · about 1.5 hoursFor: Comfortable checking a text answer against a source.

This course is free in full: every module, knowledge check and the final task, with no sign-up.

Learn to inspect OCR, charts, transcripts, video summaries and cross-modal contradictions.

Comfortable checking a text answer against a source. Each lesson includes a worked example, a practice task and an answer explanation. Allow about 12 minutes per lesson, five minutes for the knowledge check and 30 minutes for the final assignment. The reading is concise; the study time includes doing the exercises.

All scenarios are fictional. No paid subscription, specialist hardware or live AI integration is required to complete the written exercises. Advanced courses teach design and evaluation principles; they do not claim to provide a production implementation or professional accreditation.

By the end, you'll be able to…

  • Build a verification sheet that connects extracted claims to their original media.
  • Check extracted text against the layout it came from.
  • Read the data structure before accepting a visual conclusion.
  • Avoid turning a probable transcript into a confirmed record.
  • Explain what a sampled summary cannot establish.
  • Keep conflicting sources visible instead of blending them.

Start Module 1 →

What's in it

  1. Module 1: Multimodal AI: documents, images and sound in practice

    Build a verification sheet that connects extracted claims to their original media.

    1. OCR and reading order 12 min
    2. Charts: axes, units and visual persuasion 12 min
    3. Transcription, speakers and uncertain words 12 min
    4. Video sampling and missing moments 12 min
    5. Cross-modal contradictions and evidence priority 12 min
    6. Module 1 knowledge check
  2. Finishing the course

    One final task that puts the whole method to work on something real.

    1. The final task