Prerequisite Materials for Math 105A and 110A
  1. Multivariable Calculus
    A review on partial derivatives, finding the gradient and Jacovian matrix



  2. Linear Algebra (I)
    A review on elementary matrices and row operations



  3. Linear Algebra (II)
    A review on the determinant and invertibility of the Jacobian



  4. Linear Algebra (III)
    A review on eigenvalues and diagonalization



  5. Linear Algebra (IV)
    A review on Gram-Schmidt process



  6. Lagrange Multiplier Method
    (This is the same as the pre-requisite materials of Math 134A, Item 3)





 
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