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CogniGuide

Linear Algebra Concept Map for Exam Revision

See how vectors, matrices, linear transformations and eigenvalues connect. Then create a map from your own lecture notes, PDF or slides.

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CogniGuide at a glance

What you get
Interactive mind maps of the main ideas and how they connect. Free: overview maps (detailed maps on your first 3 creations). Plus: detailed maps with supporting concepts.
Exports
Your first PDF or PNG export is free; Plus exports anytime.
Price
Free plan: 5 creations a week, up to 3 a day. Plus: $9.99/month or $99.90/year (USD; local prices at checkout).
Sign-up
A free account is required before you create anything (Google or email). No credit card.
What you can upload
PDF, Word (.docx), PowerPoint (.pptx), plain text or Markdown, and images (PNG, JPG, WebP, GIF), or type a topic. One file per creation on the free plan; several at once on Plus.

How it compares: vs Knowt · vs Quizlet · vs NotebookLM · vs Mapify

Why a Linear Algebra Map Helps

Turn your course material into a clear map of how the topics connect.

Built From Your Notes

Upload lecture slides, a PDF or a text file, and the AI organizes the topics into branches.

Shows How Ideas Connect

See how systems of equations, matrices and determinants link to vector spaces and eigenvalues.

Quiz and Flashcards

Turn the map into a quiz to test yourself, or make flashcards from the same notes.

How to Build Your Linear Algebra Map

Three steps from your course material to a study map you can expand and test yourself on.

  1. 1

    Add Your Material

    Upload your notes, slides or PDF, or type the topic you are studying.

  2. 2

    AI Builds the Map

    The AI groups your content into branches such as vectors, matrices and transformations.

  3. 3

    Study, Expand and Quiz

    Expand any node, edit the text, then turn the map into a quiz or export it as PNG or PDF.

Linear Algebra Concept Map: Main Topics

A linear algebra concept map shows how the core ideas of the subject fit together. Its main branch is vector spaces, the sets of vectors that can be added and scaled. Linked to it are matrices, which represent linear maps and systems of equations, and linear transformations, which move vectors while preserving addition and scalar multiplication. Eigenvalues and eigenvectors sit where these branches meet.

  • Vectors: vector spaces, span, basis, dimension
  • Matrices: operations, inverses, rank, row reduction
  • Linear systems: solution sets, consistency, Gaussian elimination
  • Determinants: area and volume scaling, invertibility tests
  • Eigen theory: eigenvalues, eigenvectors, diagonalization

Use the map to plan revision, check which links you miss, and test each branch. You can also generate a personalized map from your own course notes with CogniGuide.

Linear Algebra Concept Map: Common Questions

Answers about the subject and about building your own map.

What is the difference between a basis and a span?

The span of a set of vectors is every vector you can reach by combining them with scalars. A basis is a span-generating set with no redundant vectors, so every vector in the space has exactly one representation.

Why are eigenvalues important in linear algebra?

Eigenvalues show the scaling factors along directions a transformation leaves unchanged. They simplify matrix powers, reveal stability in systems and underpin methods such as diagonalization and principal component analysis.

Which files can I use to build a linear algebra map?

You can upload PDF, Word (DOCX), PowerPoint (PPTX), text or Markdown files, or images of notes. You can also type the topic directly.

Can I turn a linear algebra map into a quiz?

Yes. Each map can become a quiz to test yourself. The free plan allows 5 creations a week with no payment needed.