Postgraduate Certificate in Explainable AI for Pathology Image Analysis · Topic Diagram

Fundamentals of Explainable AI

An interactive, expert-authored mindmap of every concept inside this unit — drawn at a glance, ready to share, free for everyone.

13 concepts 3-level depth Updated 23 Jun 2026

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Topic Mindmap

mindmap
  root((Fundamentals of Explainable AI))
    AI Basics
      Deep Learning
      Neural Nets
    Explain Models
      Model Interpret
      Saliency Maps
    Pathology Apps
      Image Analysis
      Disease Detection
    Ethics Regs
      Data Privacy
      Transparency

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mindmap
  root((Fundamentals of Explainable AI))
    AI Basics
      Deep Learning
      Neural Nets
    Explain Models
      Model Interpret
      Saliency Maps
    Pathology Apps
      Image Analysis
      Disease Detection
    Ethics Regs
      Data Privacy
      Transparency

How to read this diagram

Start at the centre node — that's the unit headline.
Each branch is a sub-concept; deeper branches are the underlying frameworks, formulas or examples.
Use the diagram as a revision checklist: every node is something you should be able to explain in one sentence.
Want the full lesson? Open the parent course on the right — every node maps to a lesson, a quiz and a career-defining credential the world's top employers actively hire from.