Table of Contents | |
1. Description | |
2. Class Notes | |
3. Schedule | |
4. Homework | |
5. Discussion | |
6. Exams | |
7. Resources |
Table of Contents | |
1. Description | |
2. Class Notes | |
3. Schedule | |
4. Homework | |
5. Discussion | |
6. Exams | |
7. Resources |
The course on Linear Algebra and Applications will treat, among others, systems of linear equations, linear independence, bases and dimension, orthogonality, determinants, eigenvalues and eigenvectors, and matrix diagonalization. The prerequisites required for this course are covered in Math 3B, Math 31B, and Math 32A.
The course will have weekly classes on
The book we will be following is Linear Algebra with Applications (5th edition) by Otto Bretscher. We will be covering material in Chapters 1, 2, 3, 5, 6, 7, and 8. You may find all the information you will need on the Syllabus.
The following notes are a formal outline of the material we will be covering. These notes are not comprehensive nor are intended to be a substitute for the textbook or the lectures. If you find mistakes (typographical or other) in these notes, or have comments, please let me know.
The following are additional materials closely related to the class notes.
Jan 3 | Sections 1.1, 1.2, Introduction to Linear Systems, Matrices, Vectors, and Gauss-Jordan Elimination. Notes. Office hours. |
Jan 5 | Section 1.3, On the Solutions of Linear Systems; Matrix Algebra. Notes. |
Jan 7 | Section 2.1, Introduction to Linear Transformations and Their Inverses. Notes. |
Jan 10 | Section 2.2, Linear Transformations in Geometry. Notes. Office hours. |
Jan 12 | Section 2.3, Matrix Products. Notes. |
Jan 14 | Section 2.4, The Inverse of a Linear Transformation. Notes. |
Jan 19 | Section 3.1, Image and Kernel of a Linear Transformation. Notes. Office hours. |
Jan 21 | Section 3.2, Subspaces of ℝn; Bases and Linear Independence. Notes. |
Jan 24 | Section 3.3, The Dimension of a Subspace of ℝn. Notes. |
Jan 26 | Section 3.4, Coordinates. Notes. |
Jan 28 | Sections 1.1-1.3, 2.1-2.4, 3.1-3.4, Midterm 1. |
Jan 31 | Section 5.1, Orthogonal Projections and Orthonormal Bases. Notes. Office hours. |
Feb 2 | Section 5.1, Orthogonal Projections and Orthonormal Bases (continued). Notes. |
Feb 4 | Section 5.2, Gram-Schmidt Process and QR Factorization. Notes. |
Feb 7 | Section 5.3, Orthogonal Transformations and Orthogonal Matrices. Notes. |
Feb 9 | Section 5.4, Least squares. Notes. Office hours. |
Feb 11 | Section 6.1, Introduction to Determinants. Notes. |
Feb 14 | Section 6.2, Properties of the Determinant. Notes. |
Feb 16 | Section 6.3, Geometrical Interpretations of the Determinant; Cramer's Rule. Notes. Office hours. |
Feb 18 | Sections 5.1-5.4, 6.1-6.3, Midterm 2. |
Feb 23 | Section 7.1, Diagonalization. Notes. |
Feb 25 | Section 7.2, Finding the Eigenvalues of a Matrix. Notes. |
Feb 28 | Section 7.3, Finding the Eigenvectors of a Matrix. Notes. |
Mar 2 | Section 7.5, Complex Eigenvalues. Notes. |
Mar 4 | Section 8.1, Symmetric Matrices. Notes. |
Mar 7 | Section 8.2, Quadratic Forms. Notes. |
Mar 9 | Section 8.3, Singular Values. Notes. Office hours. |
Mar 11 | Sections 1.1-1.3, 2.1-2.4, 3.1-3.4, 5.1-5.4, 6.1-6.3, 7.1-7.3, 7.5, 8.1-8.3, Review. Notes. |
Mar 12 | Sections 1.1-1.3, 2.1-2.4, 3.1-3.4, 5.1-5.4, 6.1-6.3, 7.1-7.3, 7.5, 8.1-8.3, Final Exam. |
There will be typically weekly homework. The assignments will be posted before Tuesdays at 9:00 am. The assignments will be due on Gradescope the following week, on Wednesday at 11:59 pm. The assignments, deadlines, and solutions will be posted here.
Jan 3 | Homework 0. Deadline: Jan 11. |
Jan 4 | Homework 1. Deadline: Jan 12. |
Jan 11 | Homework 2. Deadline: Jan 19. |
Jan 18 | Homework 3. Deadline: Jan 26. |
Jan 25 | Homework 4. Deadline: Feb 2. |
Feb 1 | Homework 5. Deadline: Feb 9. |
Feb 8 | Homework 6. Deadline: Feb 16. |
Feb 15 | Homework 7. Deadline: Feb 23. |
Feb 22 | Homework 8. Deadline: Mar 2. |
Mar 1 | Homework 9. Deadline: Mar 9. |
Mar 8 | Homework 10. Deadline: Mar 16. |
There will be typically weekly discussion sessions. These are thematic problems around a subject, intending to provide a deep dive into a challenging topic. The worksheets will be posted before Tuesdays at 9:00 am. The worksheets and solutions will be posted here. You are encouraged to work in groups.
Jan 4 | Worksheet 1, Solutions. |
Jan 11 | Worksheet 2, Solutions. |
Jan 18 | Worksheet 3, Solutions. |
Jan 25 | Worksheet 4, Solutions. |
Feb 1 | Worksheet 5, Solutions. |
Feb 8 | Worksheet 6, Solutions. |
Feb 15 | Worksheet 7, Solutions. |
Feb 22 | Worksheet 8, Solutions. |
Mar 1 | Worksheet 9, Solutions. |
Mar 8 | Worksheet 10, Solutions. |
Here the exams and their solutions will be posted. You can find the official UCLA schedule for the final exams here.
Jan 28 | Midterm 1, Solutions, BUNCHE 1209B from 11:00 to 11:50 am. |
Feb 18 | Midterm 2, Solutions, BUNCHE 1209B from 11:00 to 11:50 am. |
Mar 12 | Final Exam, Solutions, TBD from 8:00 to 11:00 am. |
The following are practice exams that you may use to prepare:
There are many resources available for a student at UCLA, I encourage you to use them and make the most out of them. Here are some materials specific to this course:
I also encourage you to form study groups with your classmates. However, please keep in mind that you will only learn how to do the exercises if you try them on your own: without trying, looking up the solutions or copying others' work is absolutely useless.