- Applied Numerical Computing – Kuttler (pdf)
- Applied Numerical Linear Algebra – James Demmel (pdf)
- Convex Optimization – Boyd and Vandenberghe (pdf)
- Linear algebra done right – Sheldon Axler
- Linear Algebra Done Wrong – Treil (pdf)
- Linear Algebra, Theory, and Applications – Kuttler (pdf)
- Сборник задач по линейной алгебре – И.В.Проскуряков (pdf)
- 18.06 Linear Algebra (Gilbert Strang, MIT)
- Essence of linear algebra (videos)
- immersive linear algebra – online linear algebra book with fully interactive figures
- Introduction to Linear Dynamical Systems (Stanford University, videos)
- Linear Algebra (Dr. K.C. Sivakumar, IIT Madras, videos)
- Linear Algebra (Princeton University, videos)
- Linear Algebra: Problems and Methods
- Высшая математика. Линейная алгебра и элементы топологии (МФТИ/MIPT)
- Линейная алгебра (ВШЭ/HSE)