Numerical methods for visual computing and ML
CS-328
This file is part of the content downloaded from Numerical methods for visual computing and ML.
Week 1
- Lecture 1 slides: Administrative details, Floating Point Arithmetic (Folder)
- Tutorial 1: Python basics (File)
- Tutorial 1: Birthday Paradox Notebook (File)
- Python cheatsheet (File)
- Optional reading material (File)
Week 2
- Lecture 2 slides: Linear Systems I (Folder)
- Tutorial 2: Numpy (recording from 2020) (File)
- Tutorial 2: Numpy tutorial notebook (File)
- NumPy cheatsheet (File)
- Optional reading material (File)
- Tutorial 2: Numpy (File)
Week 3
- Folder with experimental notebooks from lecture (this + future weeks) (URL)
- Lecture Slides (Folder)
- Tutorial 3: Matplotlib (notebook) (File)
- Tutorial 3: Central limit theorem (example notebook) (File)
- Tutorial 3: Matplotlib (video) (File)
- Tutorial 3: Matplotlib cheatsheet (File)
- Exercise sheet 1 (File)
- Tutorial 03 Slides: Matplotlib (File)