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UiS DAT630 Web Search and Data Mining course, fall 2017

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UiS DAT630 Web Search and Data Mining course (fall 2017)

Course information

Schedule

Week Days Lecture (Mon) Practicum (Tue) Lab (Wed) Reading
Part I: IR
34 21-23/08 no lecture Course intro; Search engine architecture and indexing (slides) Setting up environment SE, Chapters 1, 2, 5
35 21-23/08 Retrieval models (slides, exercises) Practicum-1 Assignment 1 SE, Chapter 7
36 04-06/09 Retrieval evaluation (slides, exercises) Practicum-2 Assignment 1 SE, Chapter 8
Part II: DM
37 11-13/09 Introduction & data (slides, exercises) Practicum-3 Assignment 1 Intro to DM, Chapters 1-2
38 18-20/09 Exploring data (slides, exercises) Practicum-4 Assignment 2A Intro to DM, Chapter 3
39 25-27/09 Classification (basic) (slides, exercises) Practicum-5 Assignment 2B Intro to DM, Chapter 4
40 02-04/10 TBD (Invited lecture) TBD (Invited lecture) Assignment 2B
41 09-11/10 Classification (advanced) Practicum-6 Assignment 2C Intro to DM, Chapter 5
42 16-18/10 Clustering Practicum-7 Assignment 2C Intro to DM, Chapter 8
Part III: advanced IR
43 23-25/10 Web search Practicum-8 Assignment 3
44 30-31/10 Learning-to-rank Practicum-9 Assignment 3
45 06-08/11 Semantic search Practicum-10 Assignment 3
46 13-14/11 Trial exam Part I Trial exam Part II Q&A

Assignment deadlines

Exam

  • Date: 4/12

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UiS DAT630 Web Search and Data Mining course, fall 2017

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  • Jupyter Notebook 99.7%
  • Python 0.3%