Schedule

Schedule for Math 154, Computational Statistics, Fall 2021

Here’s your roadmap for the semester! Each week, follow the general process outlined below:

date topic due dates

8.26.24

starting with R + RStudio + Git

9.2.24

data viz

HW 1 - due 9.3

9.9.24

wrangling

HW 2 - due 9.10
Quiz 1 9.11

9.16.24

wrangling

HW 3 - due 9.17

9.23.24

simulating

HW 4 - due 9.24
Quiz 2 9.25

9.30.24

permutation tests

HW 5 - due 10.1

10.7.24

bootstrapping

HW 6 - due 10.8
Quiz 3 10.9

10.14.24

bootstrapping

10.16.24

Initial Project Proposal due

10.21.24

recipes + knn

HW 7 - due 10.22
Quiz 4 10.23

10.28.24

trees + bagging

HW 8 - due 10.29

10.30.24

Final Project Proposal due

11.4.24

Random Forests

HW 9 - due 11.5
Quiz 5 11.6

11.11.24

support vector machines

HW 10 - due 11.12

11.13.24

Project Update

11.18.24

clustering

HW 11 - due 11.19
Quiz 6 11.20

11.25.24

clustering

12.2.24

Data-ing in the World

12.2.24

Latent Dirichlet allocation + extensions

12.6 + 12.24

Group Presentations 2-5pm

12.12.24

Final write-up

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