What Are Adaptive Paths?
A smarter way to learn — skip what you already know, focus on what matters, and finish courses faster.
One Size Doesn't Fit All
Traditional online courses force every student through the same sequence of lessons, regardless of their background. A developer with five years of experience still sits through "What is a variable?" — and a beginner is thrown into advanced topics with no foundation.
Adaptive paths solve this by measuring what you already understand and building a personalised route through the course material. You skip the lessons you don't need, and focus on the ones you do.
Traditional vs Adaptive
Traditional path (all 20 lessons)
~10 hours
Your adaptive path
How Adaptive Paths Work
Three steps turn a generic course into your personalised learning journey.
Concept Mapping
Every lesson is linked to one or more concepts from the knowledge graph. The system knows exactly which ideas each lesson introduces, reinforces, or practises.
Diagnostic Quizzes
Short, targeted quizzes measure your mastery of each concept. Scores are weighted by question difficulty, so the system gets an accurate picture — fast.
Path Generation
Based on your quiz results, every lesson is classified as completed, skippable, or needed. Your path updates in real time as you progress and prove mastery.
Understanding Mastery Levels
The system classifies your understanding of each concept into four levels, which determine whether linked lessons can be skipped.
Untested
No quiz data yet. Lessons stay on your path until you demonstrate understanding.
Developing
Some understanding shown (30-69% score). Keep studying — you're nearly there.
Learned
You've completed the intro lesson. Introductory content for this concept can be skipped.
Understood
Quiz score 70%+. You've proven mastery — all lessons for this concept are skippable.
Ready to Learn Smarter?
Enrol in a course, take the diagnostic quizzes, and let your adaptive path guide you to exactly what you need.
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