title: Text Mining Bootcamp
place: Roskilde University, Denamrk
time: August 14-18/2017, 9 AM to 3/4 PM.
instructors: Peter Leonard (Yale University Library) & Kristoffer L. Nielbo (DIGHUMLAB)
contact: kln@cas.au.dk[add description]
DAY 1: SWC|Programming with Python
| Time | Content | Instructor |
|---|---|---|
| 09:00-09:30 | Welcome & Setup | KLN |
| 09:30-10:00 | Analyzing Tabular Data |
KLN |
| 10:00-10:30 | Repeating Actions with Loops |
KLN |
| 10:30-11:00 | Storing Multiple Values in Lists |
KLN |
| 11:00-11:30 | Analyzing Data from Multiple Files |
KLN |
| 11:30-12:00 | Making Choices |
KLN |
| 12:00-13:00 | Lunch | |
| 13:00-13:30 | Creating Functions |
KLN |
| 13:30-14:00 | Errors and Exceptions |
KLN |
| 14:00-14:30 | Defensive Programming |
KLN |
| 14:30-15:00 | Debugging |
KLN |
| 15:00-15:30 | Command-Line Programs |
KLN |
| 15:30-16:00 | Finish |
DAY 2: DIGHUMLAB|From Print to Probability
| Time | Content | Instructor |
|---|---|---|
| 09:00-09:30 | Welcome | ins |
| 09:30-10:00 | Reading Unstructured Data |
ins |
| 10:00-10:30 | Cleaning & Segmentation |
ins |
| 10:30-11:00 | Free Play | ins |
| 11:00-11:30 | Language Normalization |
ins |
| 11:30-12:00 | Term Frequencies |
ins |
| 12:00-13:00 | Lunch | |
| 13:00-13:30 | Dispersion and Distributions |
ins |
| 13:30-14:00 | Vector Space Representations |
ins |
| 14:00-14:30 | Project hour | ins |
| 14:30-15:00 | Project hour | ins |
DAY 3: Density, Information and Entities
| Time | Content | Instructor |
|---|---|---|
| 09:00-09:30 | Welcome | KLN |
| 09:30-10:00 | Lexical Density |
KLN |
| 10:00-10:30 | Readability |
KLN |
| 10:30-11:00 | Free Play | KLN |
| 11:00-11:30 | Information |
KLN |
| 11:30-12:00 | Time Series |
KLN |
| 12:00-13:00 | Lunch | |
| 13:00-13:30 | Sentiment vectors |
KLN |
| 13:30-14:00 | Entity Extraction |
KLN |
| 14:00-14:30 | Project hour | |
| 14:30-15:00 | Project hour |
DAY 4: Latent Variables and (Multiple) Relations
| Time | Content | Instructor |
|---|---|---|
| 09:00-09:30 | Welcome | PL |
| 09:30-10:00 | `` | PL |
| 10:00-10:30 | `` | PL |
| 10:30-11:00 | `` | PL |
| 11:00-11:30 | `` | PL |
| 11:30-12:00 | `` | PL |
| 12:00-13:00 | Lunch | |
| 13:00-13:30 | `` | PL |
| 13:30-14:00 | `` | PL |
| 14:00-14:30 | Project hour | PL |
| 14:30-15:00 | Project hour | PL |
DAY 5: Associations and Classification
topics: word embedding, document similarity and classification
| Time | Content | Instructor |
|---|---|---|
| 09:00-09:30 | Welcome | ins |
| 09:30-10:00 | `` | ins |
| 10:00-10:30 | `` | ins |
| 10:30-11:00 | `` | ins |
| 11:00-11:30 | `` | ins |
| 11:30-12:00 | `` | ins |
| 12:00-13:00 | Lunch | |
| 13:00-13:30 | `` | ins |
| 13:30-14:00 | `` | ins |
| 14:00-14:30 | `` | ins |
| 14:30-15:00 | Finish | ins |