Σημειώσεις Εφαρμοσμένης Γραμμικής Αλγεβρας



Γνωριμία με το Mathematica
Quick Tips for Mathematica  (nb)
Plotting with Mathematica  (nb)


Week 1:
Student's goals for this week:
1. To learn about Parametric Equations.
2. To review basic vector properties.
3. To learn about 2D and 3D perpandicular frames (hanging, stretching and aligning)
Basics  (nb) Basics  (pdf) Functions  (nb)
Tutorials  (nb) Tutorials  (pdf) 2D Parametric   (nb)
Give It a Try   (nb) Give It a Try   (pdf) 3D Parametric   (nb)
Week 2:
Student's goals for this week:
To learn about the action of matrices and how to make 2D matrices: hangers, stretchers, aligners (in general rotations) and shears.
Basics  (nb) Basics  (pdf)
Tutorials  (nb) Tutorials  (pdf)
Give It a Try   (nb) Give It a Try   (pdf)
Literacy  (nb) Literacy  (pdf) Literacy Solutions  (nb)
Week 3:
Student's goals for this week:
To learn how to use aligners, stretchers and hangers to make 2D matrices do what one wants.
Basics  (nb) Basics  (pdf) pedro  (nb)
Tutorials  (nb) Tutorials  (pdf)
Give It a Try   (nb) Give It a Try   (pdf)
Literacy  (nb) Literacy  (pdf) Literacy Solutions  (nb)
Week 4:
Student's goals for this week:
To learn how to compute an SVD analysis of a 2x2 matrix, and how to apply the results (of such an analysis) in various computations.
Basics  (nb) Basics  (pdf)
Tutorials  (nb) Tutorials  (pdf) svdCalculation  (nb)
Give It a Try   (nb) Give It a Try   (pdf) The 4 Subspaces  (nb)
Literacy  (nb) Literacy  (pdf) Literacy Solutions   (nb)
Review week1-week4  (pdf)
Week 5:
Student's goals for this week:
To learn how to compute an SVD analysis of a 3x3 matrix, and how to apply the results (of such an analysis) in various computations.
Basics  (nb) Basics  (pdf) Matrix Project  (nb)
Tutorials  (nb) Tutorials  (pdf)
Give It a Try   (nb) Give It a Try   (pdf)
Literacy  (nb) Literacy  (pdf)
Week 6:
Review and 1st midterm exam. Example.
Week 7:
Student's goals for this week:
To learn that every matrix is invertible and every linear system can be solved.
Basics  (nb) Basics  (pdf) The 2 Figures  (doc)
Tutorials  (nb) Tutorials  (pdf)
Give It a Try   (nb) Give It a Try   (pdf)
Literacy  (nb) Literacy  (pdf) Literacy Solutions  (nb)
Week 8:
Student's goals for this week:
To learn about: subspaces, spans, dimension, linear independence, basis, and orthonormal basis.
Basics  (nb) Basics  (pdf) Project2  (nb)
Tutorials  (nb) Tutorials  (pdf)
Give It a Try   (nb) Give It a Try   (pdf)
Literacy  (nb) Literacy  (pdf)
Week 9:
Student's goals for this week:
To learn about eigenvalues and eigenvectors, diagonalizable matrices, matrix exponential and matrix powers, and dynamical systems.
Basics  (nb) Basics  (pdf)
Tutorials  (nb) Tutorials  (pdf)
Give It a Try   (nb) Give It a Try   (pdf)
Literacy  (nb) Literacy  (pdf)
Week 10:
Student's goals for this week:
To learn about the spectral theorem for symmetric matrices and the holy grail of matrix theory.
Basics  (nb) Basics  (pdf)
Tutorials  (nb) Tutorials  (pdf)
Give It a Try   (nb) Give It a Try   (pdf)
Week 11:
Student's goals for this week:
To learn about function spaces and functional analysis.
Basics  (nb) Basics  (pdf)
Tutorials  (nb) Tutorials  (pdf)
Give It a Try   (nb) Give It a Try   (pdf)