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Lecture Schedule

WeekUnits
Week 1 [0: Class Overview]
[1: Introduction]
Week 2 [2: Linear Systems]
[3: Understanding Matrices]
Week 3 [3: Understanding Matrices]
[4: Special Matrices]
Week 4 [5: Iterative Solvers]
[6: Local Approximations]
[7: Curse of Dimensionality]
Week 5 [8: Least Squares]
[9: Basic Optimization]
[10: Solving Least Squares]
Week 6 [11: Zero Singular Values]
[12: Regularization]
Week 7 [13: Optimization]
[14: Nonlinear Systems]

Lecture Materials