Course Notes and Assignments

Fall 2018
Tuesdays & Thursdays, 12:00-13:15
MRC LL1

Instructor: Taylor Arnold
E-mail: tarnold2@richmond.edu
Office: Jepson Hall, Rm 218
Syllabus: STAT289_Syllabus.pdf
DateNotebooksSolutionsReferences
2018-08-28 [Introduction and Set-up]
[tutorial01-ipython.ipynb]
[tutorial02-modules.ipynb]
[Solutions to tutorial01-ipython]
[Solutions to tutorial02-modules]
2018-08-30 [tutorial03-python-basics.ipynb]
[tutorial04-strings.ipynb]
[Solutions to tutorial03-python-basics]
[Solutions to tutorial04-strings]
2018-09-04 [tutorial05-regex.ipynb]
[Solutions to tutorial05-regex]
2018-09-06 [tutorial06-requests-freq-words.ipynb]
[tutorial07-functions.ipynb]
[Solutions to tutorial06-requests-freq-words]
[Solutions to tutorial07-functions]
2018-09-11 [MediaWiki API Notes]
[tutorial08-save-mediawiki.ipynb]
[Solutions to tutorial08-save-mediawiki]
2018-09-13 Class canceled in "abundance" of caution
2018-09-18 [tutorial09-lists-and-loops.ipynb]
[tutorial10-loop-wiki.ipynb]
[wiki.py]
[Solutions to tutorial09-lists-and-loops]
[Solutions to tutorial10-loop-wiki]
2018-09-20 [tutorial11-example-analysis.ipynb]
[Solutions to tutorial11-example-analysis]
2018-09-25 [Networks]
[tutorial12-new-wiki.ipynb]
[tutorial13-iplot.ipynb]
[tutorial14-networkx.ipynb]
[wiki.py]
[iplot.py]
[Solutions to tutorial12-new-wiki]
[Solutions to tutorial13-iplot]
[Solutions to tutorial14-networkx]
DUE: 2018-09-28 (noon) [project01.zip]
2018-09-27 [tutorial15-statsmodels.ipynb]
[Solutions to tutorial15-statsmodels]
DUE: 2018-10-04 (Thur.) [project02.zip]
2018-10-02 [tutorial16-xml.ipynb]
[tutorial17-custom-module.ipynb]
[Solutions to tutorial16-xml]
[Solutions to tutorial17-custom-module]
2018-10-04 [tutorial18-wikitext.ipynb]
[Solutions to tutorial18-wikitext]
[Solutions to wikitext.py (old)]
2018-10-09 [tutorial19-gensim.ipynb]
[tutorial20-wikitext-explorer.ipynb]
[wiki.py]
[iplot.py]
[wikitext.py]
[ranksnl_large.txt]
[Solutions to tutorial19-gensim]
[Solutions to tutorial20-wikitext-explorer]
2018-10-11 [tutorial21-wikitext-explorer-customize.ipynb]
[Solutions to tutorial21-wikitext-explorer-customize]
2018-10-18 [tutorial22-predictive-models]
[tutorial23-internal-links]
[Solutions to tutorial22-predictive-models]
[Solutions to tutorial23-internal-links]
DUE: 2018-10-23 (Tue.) [project03.zip]
[Example Project Solution]
2018-10-23 [tutorial24-sklearn]
[Solutions to tutorial24-sklearn]
2018-10-25 [tutorial25-glmnet]
[Solutions to tutorial25-glmnet]
2018-10-29 [tutorial26-unsupervised]
[Solutions to tutorial26-unsupervised]
DUE: 2018-11-01 (Thur.) [project04.zip]
2018-11-01 [tutorial27-keras]
[tutorial28-keras-images]
[Solutions to tutorial27-keras]
[Solutions to tutorial28-keras-images.]
  • [keras]
  • [ILSVRC Categories]
  • [ImageNet]
  • 2018-11-06 [tutorial29-wikiimage]
    [wikiimage.py]
    [Solutions to tutorial29-wikiimage]
    2018-11-08 [tutorial30-page-history]
    [Solutions to tutorial30-page-history]
    2018-11-13 No class
    2018-11-15 Project 5
    2018-11-20 Office hours
    2018-11-22 Thanksgiving, No Class
    2018-11-27 [Write-up of Project 5]
    2018-11-29 Workshop, Final Project
    DUE: 2018-12-04 (Tues.) [project05.zip]
    [wikihistory.py]
    2018-12-04 [index.html]
    [Final Thoughts]
    2018-12-06 [Final Projects]