Linear Algebra
Linear Algebra is a free intermediate-level course from Khan Academy, typically completed in Self-paced (around 45 study hours).
- Price
- Free
- Duration
- Self-paced
- Level
- Intermediate
- Study hours
- 45 hours
- Provider
- Khan Academy
About this course
Vectors, matrices, vector spaces, eigenvalues, and eigenvectors taught with visual intuition. The mathematical backbone of machine learning, computer graphics, and deep learning frameworks.
What you will be able to do
- Interpret results and challenge misleading conclusions
- Clean, analyse and summarise a real dataset
- Train and evaluate models on a prepared dataset
- Analyse model errors, bias and overfitting
- Assemble portfolio evidence you can explain and defend at interview
Highlights
- Completely free forever
- Visual, intuitive explanations
- Essential for ML / AI maths
- Non-profit, no ads
- University-level depth
Questions people ask
How much does Linear Algebra cost?
Linear Algebra is free. Some providers charge separately for a verified certificate.
How long does Linear Algebra take?
The provider lists Self-paced. That works out at roughly 45 study hours in total.
Is Linear Algebra suitable for beginners?
It is pitched at intermediate level, so some prior experience helps.
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