UiS DAT630 Web Search and Data Mining course, fall 2016
Jupyter Notebook Python
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assignment-2
assignment-3
code
exam
exercises
images
practicum-1
practicum-2
practicum-3 P3, Task 2 Sep 20, 2016
practicum-4
practicum-5
practicum-6
practicum-7
slides
.gitignore
Elasticsearch.md
Exam_info.md
Practicum.md
README.md

README.md

UiS DAT630 Web Search and Data Mining course

Updates

Schedule

Week Day Topic Resources
1 (29/08) Mon Introduction & Data slides
Tue Exploring Data slides, exercises, solutions
Wed Classification (Basic concepts, decision trees, model evaluation) slides, exercise, solution
2 (05/09) Mon-Wed Working on Assignment 1
3 (12/09) Mon Practicum 1 (attribute transformations, proximity calculations, summary statistics, visualization)
Tue Classification (Rule-based classifier, k-NN, Naive Bayes, Bayesian classifiers) slides, exercises, solutions
Wed Classification (SVM, ensemble methods, neural networks, multiclass classification) slides
4 (19/09) Mon Practicum 2 (Naive Bayes classifier)
Tue Practicum 3 (using classifiers from scikit-learn)
Wed Clustering slides, exercises, solutions
5 (26/09) Mon Practicum 4 (clustering)
Tue Text classification and clustering slides, exercises, solutions
Wed Classification and clustering evaluation slides, code
Search engines slides
6 (03/10) Mon Working on Assignment 2
Tue Retrieval Models I. slides, exercise, solution
Wed Practicum 5
7 (10/10) Mon Working on Assignment 2
Tue Retrieval Models II. slides, exercises, solutions
Wed Retrieval evaluation slides, exercises, solutions
8 (17/10) Mon Practicum 6
Tue Link analysis slides, exercises, solutions
Wed Queries and Information Needs slides
Elasticsearch HowTo, code
9 (24/10) Mon-Wed Working on Assignment 3
10 (31/10) Mon Working on Assignment 3
Tue Entity Retrieval I. slides
Wed Entity Retrieval II. slides
11 (07/11) Mon Practicum 7
Tue Entity Linking I. slides, exercises, solutions
Wed Entity Linking II. slides, exercises, solutions
12 (14/11) Mon No lecture
Tue-Wed Trial exam questions, solution
13 (22/11) Tue Trial exam results, final review

Assignments