120201 ESM 3A - Advanced Linear Algebra, Stochastic Processes

Course offering details

Instructors: Dr. Keivan Mallahi Karai

Type: Lecture

Org-unit:

Course Name Abbreviation: ESM 3A

Hours per week: 3

Credits: 5.00

Min. | Max. participants: - | -

Partial Grades:
Final Exam (40%)
Midterm Exam (40%)
Home Work (20%)

Official Course Description:
Engineering and Science Mathematics 3A is mandatory for students in
Electrical Engineering and Computer Science, and is also recommended as a home school
elective for students who would like to learn more advanced topics from Linear Algebra and
Probability than were covered in second semester Engineering and Science Mathematics.
The course covers matrix factorizations such as Jordan normal form, QR, and SVD with
their typical applications, for example, to least-squares and low-rank approximation problems.
It deepens the understanding of discrete and continuous random variables and vectors (joint
and conditional distributions and moments, correlation and covariance, generating functions),
of sums of i.i.d. random variables and limit theorems, and introduces to the basic types of
stochastic processes (Markov chains, Poisson process, Wiener process) and their properties.

Literature
Primary Text
  • Introduction to Linear Algebra
Required Reading (To view a list click a category.)
Recommended Reading (To view a list click a category.)
Appointments
Date From To Room Instructors
1 Wed, 4. Sep. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
2 Mon, 9. Sep. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
3 Wed, 11. Sep. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
4 Mon, 16. Sep. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
5 Wed, 18. Sep. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
6 Mon, 23. Sep. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
7 Wed, 25. Sep. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
8 Mon, 30. Sep. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
9 Wed, 2. Oct. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
10 Mon, 7. Oct. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
11 Wed, 9. Oct. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
12 Mon, 14. Oct. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
13 Wed, 16. Oct. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
14 Wed, 23. Oct. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
15 Mon, 28. Oct. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
16 Wed, 30. Oct. 2013 08:15 09:45 East Wing Dr. Keivan Mallahi Karai
17 Mon, 4. Nov. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
18 Wed, 6. Nov. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
19 Mon, 11. Nov. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
20 Wed, 13. Nov. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
21 Mon, 18. Nov. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
22 Wed, 20. Nov. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
23 Mon, 25. Nov. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
24 Wed, 27. Nov. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
25 Mon, 2. Dec. 2013 09:45 11:00 Lecture Hall Research III Dr. Keivan Mallahi Karai
26 Wed, 4. Dec. 2013 08:15 09:30 Lecture Hall Research II Dr. Keivan Mallahi Karai
Course specific exams
Description Date Instructors Mandatory
1. Final Exam Th, 12. Dec. 2013 12:30-14:30 Dr. Keivan Mallahi Karai No
2. Final Exam Time tbd No
3. Final Exam Time tbd No
1. Midterm Exam Time tbd No
1. Home Work No Date No
Contained in course catalogues
Course catalogue
Course Catalogue > School of Engineering and Science > Mathematical Sciences > Undergraduate Level Courses
Class Session Overview
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Instructors
Dr. Keivan Mallahi Karai