STAT 5014 Fall 2022

R git Markdown Latex Reproducible Research Good Programming Practices Keras Python automation

Introduction to Statistical Computing. 1 credit Graduate course.

Robert Settlage
2022-06-13

Introduction to Statistical Computing

Aug 2022 – Dec 2022

This is TBD. Going to add quite a bit more automation this semester for some fun.

Topics include:

R and scripting Markdown and Latex
bash use
Git
Very basic introduction to Monte Carlo
Introduction to neural networks and Keras
Automation through GitHub actions

Corrections

If you see mistakes or want to suggest changes, please create an issue on the source repository.

Reuse

Text and figures are licensed under Creative Commons Attribution CC BY 4.0. Source code is available at https://github.com/rsettlage/rsettlage.github.io, unless otherwise noted. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".

Citation

For attribution, please cite this work as

Settlage (2022, June 13). Robert E. Settlage: STAT 5014 Fall 2022. Retrieved from https://rsettlage.github.io/teaching/2022-06-13-stat5014f2022/

BibTeX citation

@misc{settlage2022stat,
  author = {Settlage, Robert},
  title = {Robert E. Settlage: STAT 5014 Fall 2022},
  url = {https://rsettlage.github.io/teaching/2022-06-13-stat5014f2022/},
  year = {2022}
}