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Course Material for Distributed Information Systems 2020

Home Page: http://edu.epfl.ch/coursebook/en/distributed-information-systems-CS-423

Jupyter Notebook 99.77% Python 0.23%

dis's Introduction

Distributed Information Systems 2020

Schedule

Date Exam Area Topic Links*
17/02 - Introduction Course Information - Overview [slides, slides, lab]
24/02 - Information Retrieval Basic Text Retrieval Models [slides, lab]
02/03 - Indexing and Probabilistic Retrieval [slides, lab]
09/03 - Advanced Retrieval Methods [slides, lab]
16/03 Midterm Relevance Feedback and Link-based Retrieval [slides, lab]
23/03 - Data Mining Frequent Itemset Mining [slides, lab]
30/03 - Clustering and Classification [slides, lab]
06/04 - Classification Methodology [slides, lab]
13/04 ~~~~ ~~~~ ~~~~ ~~~~
20/04 - Document Classification and Recommender [slides, lab]
27/04 Quiz 1 Social network mining [slides, lab]
04/05 - From Documents to Knowledge Semantic Web [slides, lab]
11/05 - Entity and Information Extraction [slides, lab]
18/05 Quiz 2 Data Integration [slides, lab]
25/05 - Knowledge Graphs [slides, lab]

* All the lecture slides have embedded notes and are provided both in ppt and in pdf format. All the lab exercises are accompanied by their solutions.

Exam

TBD

Extras

For announcements and class discussions you may subscribe to the Moodle fora.

Previous Years: 2019 Poll Answers, 2019 Midterm Exam, 2018 Quizzes, 2018 Final Exam.

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