Executive Development Program in Data Science · Topic Diagram

Data Science Fundamentals

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 25 Jun 2026

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Topic Mindmap

mindmap
  root((Data Science Fundamentals))
    Data Science
      Data Analytics
      Machine Learning
    Data Governance
      Data Ethics
      Compliance
    Business Models
      Digital Disruption
      Value Creation
    Leadership
      Strategic Thinking
      Decision Making

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mindmap
  root((Data Science Fundamentals))
    Data Science
      Data Analytics
      Machine Learning
    Data Governance
      Data Ethics
      Compliance
    Business Models
      Digital Disruption
      Value Creation
    Leadership
      Strategic Thinking
      Decision Making

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.