This is a script for the scientific computing lecture held by Prof. Roth. This is for the lecture from 2015 and includes:

• Basics (linear algebra and matlab)
• Linear systems
• Least-square problems
• Linear Programming
• Optimization without gradients
• Dynamic Programming