Week 12: Eigenvalues and Eigenvectors
Eigenvalues, eigenvectors, and their role in linear transformations
APSC 174: Linear Algebra for Engineers
Weekly Summaries
Week 11: Determinants & Scaling
Understanding determinants and their geometric meaning through scaling
Week 10: Midterm 2 Review
Review materials and resources for Midterm 2
Week 7: Dimensions and Linear Transformations
Dimensions of vector spaces, linear transformations, and null spaces - fundamental concepts building upon vector spaces.
Week 6: The Matrix
Matrices and dat
Week 5: Midterm Review
Review
Week 4: Vector Spaces and Linear Dependence
Advanced concepts in Vector Spaces and further exploration of Linear Dependence built on Linear Combinations.
Week 3: Linear Independence and Basis
Exploring linear independence, spans, and the concept of basis in vector spaces.
Week 2: Vector Spaces
Introduction to vector spaces, including vector operations, subspaces, and linear combinations.
Week 1: Introduction to Linear Algebra
Introduction to fundamental concepts including Set Theory, Functions and Mappings, Linear Systems, and Mathematical Notation.