Schedule for Math 154, Computational Statistics, Fall 2021
Here’s your roadmap for the semester! Each week, follow the general process outlined below:
Enjoy the readings
Attend class, review slides for anything you missed on the agenda
Complete the assignment (see Sakai messages for HW link)
Discuss the reflection questions and ethics considerations with your classmates, mentor, and professor
date | topic | readings | questions | ethics | slides | resources |
---|---|---|---|---|---|---|
8.31.21 | starting with R + RStudio + Git | |||||
9.7.21 | data viz | |||||
9.14.21 | wrangling | |||||
9.21.21 | simulating | |||||
9.28.21 | permutation tests | |||||
10.5.21 | bootstrapping | |||||
10.12.21 | catch-up + exam | |||||
10.14 + 15.21 | Exam 1 | |||||
10.19.21 | recipes | |||||
10.24.21 | Take home 1 | |||||
10.26.21 | knn + trees | |||||
10.26.21 | Initial Project Proposal | |||||
11.2.21 | bagging + RF | |||||
11.2.21 | Final Project Proposal | |||||
11.9.21 | support vector machines | |||||
11.18.21 | Data-ing in the World | |||||
11.18.21 | clustering | |||||
11.19.21 | Project Update | |||||
11.23.21 | clustering | |||||
11.30.21 | catch-up + exam | |||||
11.30.21 | Take home 2 | |||||
12.2 + 3.21 | Exam 2 | |||||
12.7.21 | fantastic extensions | |||||
12.10 + 14.21 | Group Presentations | |||||
12.14.21 | Final write-up |
If you see mistakes or want to suggest changes, please create an issue on the source repository.
Text and figures are licensed under Creative Commons Attribution CC BY 4.0. Source code is available at https://github.com/hardin47/m154-comp-stats, 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 ...".