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CMSE/MTH 314 Course Website
CMSE/MTH 314: Matrix Algebra with Computational Applications
Course Materials
Syllabus
Schedule
Due Dates for Sections 1 and 2
Due Dates for Sections 3 and 4
Due Dates for Sections 5 and 6
Software Setup Guide
Honors Option Project Guidelines
Pre-Class Assignments
02 Pre-Class Assignment: Vectors
03 Pre-Class Assignment: Linear Equations
04 Pre-Class Assignment: Gauss-Jordan Elimination
05 Pre-Class Assignment: Gauss-Jordan Elimination
06 Pre-Class Assignment: Matrix Mechanics
07 Pre-Class Assignment: Inverse and Transformation Matrices
08 Pre-Class Assignment: Robotics and Reference Frames
09 Pre-Class Assignment: Determinants
10 Pre-Class Assignment: Eigenvectors and Eigenvalues
11 Pre-Class Assignment: Vector Spaces
12 Pre-Class Assignment: Change of Basis
13 Pre-Class Assignment: Projections
14 Pre-Class Assignment: Diagonalization and Powers
15 Pre-Class Assignment: Singular Value Decomposition
16 Pre-Class Assignment: Linear Dynamical Systems
17 Pre-Class Assignment: Inner Product
18 Pre-Class Assignment: Least Squares Fit (Regression)
In-Class Assignments
01 In-Class Assignment: Welcome to CMSE/MTH 314 - Matrix Algebra with Computational Applications
02 In-Class Assignment: Vectors
03 In-Class Assignment: Solving Linear Systems of equations
04 In-Class Assignment: Linear Algebra and Python
05 In-Class Assignment: Gauss-Jordan
06 In-Class Assignment: Matrix Multiply
07 In-Class Assignment: Transformations
08 In-Class Assignment: The Kinematics of Robotics
09 In-Class Assignment: Determinants
10 In-Class Assignment: Eigenproblems
11 In-Class Assignment: Vector Spaces
12 In-Class Assignment: Change of Basis
13 In-Class Assignment: Projections
14 In-Class Assignment: Diagonalization
15 In-Class Assignment: Singular Value Decomposition
16 In-Class Assignment: Linear Dynamical Systems
17 In-Class Assignment: Inner Products
18 In-Class Assignment: Least Squares Fit (LSF)
Homework
Homework 1: Solving Systems of Linear Equations
Homework 2: Affine Transforms
Homework 3: Determinants and bases
Homework 4: Projection and diagonalization
Homework 5: Applications of Linear Algebra
Index
