Carlos Rocha

The Nature of Mathematical Modeling

• Week 01
  Languages and Environments

• Week 02
  Random Variables

• Week 03
  Scaling and Complexity

• Week 04
  Linear Algebra

• Week 05
  Linear and Nonlinear Programming

• Week 06
  Search and Optimization

• Week 07
  Graphical Methods and Message-Passing Algorithms

• Week 08
  Kernel Machines

• Week 09
  Estimation and Information

• Week 10
  Error Correction

• Week 11
  Convex Relaxation

• Final Project
  Solving Rubik's Cube

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