STAT 5526 Fall 2020

R git Markdown Latex Keras Containers HPC

This advanced class included big data and computing lectures.

Robert Settlage
2022-01-05

Introduction to Statistical Computing

Aug 2020 – Dec 2020

Topics include:

R and scripting
bash use
high-performance computing, system design, interaction with schedulers
Very basic introduction to Monte Carlo
Introduction to neural networks and Keras
Containers and Singularity/Docker

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, Jan. 5). Robert E. Settlage: STAT 5526 Fall 2020. Retrieved from https://rsettlage.github.io/teaching/NA-stat5526f2019/

BibTeX citation

@misc{settlage2022stat,
  author = {Settlage, Robert},
  title = {Robert E. Settlage: STAT 5526 Fall 2020},
  url = {https://rsettlage.github.io/teaching/NA-stat5526f2019/},
  year = {2022}
}