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Singh: Linear Algebra: Step by Step


Please see below a selection of video lectures from the author on the topics covered in this book:


Lecturer Resources

Please note, the solutions below are only available to lecturers.

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Complete solutions to the additional problems below



Full solutions to the problems in the book. The author would like to thank Dr Giovanna Scataglini Belghitar for corrections to the solutions.

Student problems

Additional student problems with brief solutions

Supplementary material

Supplementary material for Chapter 7 with exercises and solutions

Sample Material

Chapter 7 - Eigenvalues and Eigenvectors:
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