Essence of linear algebra
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5 learners
What you'll learn
This course includes
- 3 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 16 lessons • 3 hours of video
Essence of linear algebra
16 lessons
• 3 hours
Essence of linear algebra
16 lessons
• 3 hours
- Vectors | Chapter 1, Essence of linear algebra 09:52
- Linear combinations, span, and basis vectors | Chapter 2, Essence of linear algebra 09:59
- Linear transformations and matrices | Chapter 3, Essence of linear algebra 10:59
- Matrix multiplication as composition | Chapter 4, Essence of linear algebra 10:04
- Three-dimensional linear transformations | Chapter 5, Essence of linear algebra 04:46
- The determinant | Chapter 6, Essence of linear algebra 10:03
- Inverse matrices, column space and null space | Chapter 7, Essence of linear algebra 12:09
- Nonsquare matrices as transformations between dimensions | Chapter 8, Essence of linear algebra 04:27
- Dot products and duality | Chapter 9, Essence of linear algebra 14:12
- Cross products | Chapter 10, Essence of linear algebra 08:54
- Cross products in the light of linear transformations | Chapter 11, Essence of linear algebra 13:10
- Cramer's rule, explained geometrically | Chapter 12, Essence of linear algebra 12:12
- Change of basis | Chapter 13, Essence of linear algebra 12:51
- Eigenvectors and eigenvalues | Chapter 14, Essence of linear algebra 17:16
- A quick trick for computing eigenvalues | Chapter 15, Essence of linear algebra 13:13
- Abstract vector spaces | Chapter 16, Essence of linear algebra 16:46
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