Postgraduate Certificate in Data Science for Business · Topic Diagram

Data Science Foundations

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 Foundations))
    Data Science
      Data Analysis
      Machine Learning
    Data Tools
      Data Mining
      Predictive Models
    Business Insights
      Data Driven
      Business Decisions
    Data Skills
      Data Visualization
      Statistical Analysis

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mindmap
  root((Data Science Foundations))
    Data Science
      Data Analysis
      Machine Learning
    Data Tools
      Data Mining
      Predictive Models
    Business Insights
      Data Driven
      Business Decisions
    Data Skills
      Data Visualization
      Statistical Analysis

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.