STA323
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Schedule

Week Date Topic Notes Lab Project
1 Tue Aug 26 welcome 💻 lab 0
Thu Aug 28 control flow, loops and functions 💻
2 Tue Sep 02 NAs, lists, NULL and attributes 💻 lab 1
Thu Sep 04 object oriented programming 💻
3 Tue Sep 09 tidy data and dplyr 💻 lab 2
Thu Sep 11 subsetting 💻
4 Tue Sep 16 ggplot2 💻 lab 3
Thu Sep 18 functional programming and purrr 💻
5 Tue Sep 23 regular expressions 💻 lab 4
Thu Sep 25 review
6 Tue Sep 30 exam 1
Thu Oct 02 intro to optimization 💻
7 Tue Oct 07 Newton-Raphson 💻 lab 5
Thu Oct 09 Newton-Raphson examples
8 Tue Oct 14 NO CLASS
Thu Oct 16 MM principles 💻 project instructions
9 Tue Oct 21 MM example 💻 lab 6
Thu Oct 23 EM algorithm 💻
10 Tue Oct 28 Monte Carlo integration 💻 project workday
Thu Oct 30 importance sampling 💻
11 Tue Nov 04 complexity and parallelization 💻
Thu Nov 06 exam 2
12 Tue Nov 11 shiny I 💻 on GitHub
Thu Nov 13 shiny II
13 Tue Nov 18 SQL + databases 💻 finish lab 7
Thu Nov 20 project tips
14 Tue Nov 25 APIs 💻 project workday
Thu Nov 27 NO CLASS
15 Tue Dec 02 project presentations presentations
Thu Dec 04 R packages 💻