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Introduction to Scientific Computation Course

This repo follows Fall2024 track for ETHZ and UZH students.

Lecture and seminar materials for each week are in ./week* folders.

General info

  • Telegram chat room.
  • Any technical issues, ideas, bugs in course materials, contribution ideas - add an issue
  • Grading, lateness penalties and other formalities - see this page

Syllabus

  • week00 (18.09.2024) Introduction, Rules, Git
    • Lecture: Code execution lifecycle, compilation vs interpretation, Python, Environments, Git
    • Seminar: Git + python (deadline in 10 days)
  • week01 (25.09.2024) More git, Complexity, Numerical stability, Fp format
    • Lecture: Git, Complexity, Fixed and floating point representations, Stability issues
    • Seminar: Convolution, intro to python, loops (deadline in 10 days)
  • week02 (02.10.2024)
    • Lecture: Linear systems, Mat - Vec
    • Seminar: Matmul, Fast conv, itterative algorithm (deadline in 10 days)
  • week03 (09.10.2024)
    • Lecture: Fourier transform, FFT, SVD
    • Seminar: FFT, SVD recommender (deadline in 10 days)

Contributors & course staff

Course materials and teaching performed by (in random order)

The course is heavily based on the lectures and seminars attended by Mikhail Usvyatsov at different time. Materials is a compilation of resources for courses of:

  • Eugene Zuev, Compilers Construction
  • David Vernon, Algorithms and Data Structures
  • Ivan Tsibulin, Numerical methods
  • Oleg Ponomarev, Introduction to Python