Linear Algebra

This is an overview of the concepts I have learned during my linear algebra courses.

Courses

• Linear I at Marianopolis College notes here (Fall 2020)
• Linear II at Marianopolis College notes here (Winter 2021)
• Link to course notes (MATH115) here (Fall 2021, 1A SE)

Concepts

• Complex Number
• Vector
• Line
• Plane
• Projection
• Linear Combination, Sets and Spans
• Linear Independence
• Subspace
• Matrix
• Markov Chain
• Linear Transformation
• Eigenvalues and Eigenvectors
• Vector Space

Final Exam Gaps in Knowledge

Whenever you find the basis, at the end, you have to say that the nonzero vectors in the spanning set are linearly independent.

• Main focus is lecture 20 onwards
• Complex Nth Roots p.20
• System-Rank Theorem, how many solutions (Lecture 21)
• Applications of Linear Algebra (Lecture 23)
• Fundamental Subspaces (Null, Row, Col) Lecture 27
  • Find the row space etc.

Related and Applications

• Make a video on this
• #todo
• • Linear Models
  • Balancing Chemical Equations
  • Network Flow
  • Electrical Networks