HL AI – Matrices
Simple Operations
Sim. Equations
Transition Matrices
Multiplication
Eigenvectors
Markov Chains
Identities and Zero
Matrix Powers
Matrices review
Traffic Light Coding for Unit
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Learning Outcomes
Understand definition and order of matrices. |
Simple operations with matrice: addition, subtraction, scalar multiplying. |
Multiplication of matrices. |
Identity and zero matrices and determinants of matrices using technology and by hand. |
Solving simultaneous equations with matrices and using inverse matrices for solutions. |
Understanding eigenvalues and eigenvectors, including diagonalization. |
Powers of 2×2 matrices. |
Using matrices for transformations. |
Determinant of a transformation matrix. |
Transition matrices and powers of transition matrices. |
Markov chains and initial state probability matrices. |
Steady and long term probabilities by continued multiplications. |