Data Mining Lab Course WS 2020/21

 

Type:

Master Lab Course 10 P, IN2106

ECTS:

10

Supervisors

Dr. Lothar Richter

Rotation:

weekly meeting of 2 hours, time slot: Wednesday 1-3 pm.

Rooms:

01.09.034

Language:

English

Announcements:

Reassignment completed -- no open spots anymore -- sorry!

Reassignment of unconfirmed spots: Oct 6th - Oct 9th 

Spot confirmation Sep 30th - Oct 5th

The pre-meeting will be held online on Tue, Jul 14th, 4-5  pm. 

Thema: Data Mining WiSe 20/21 Pre-Meeting
Uhrzeit: 14.Jul.2020 04:00 PM Amsterdam, Berlin, Rom, Stockholm, Wien

-- The meeting is over --

 

Prerequisites: Basic knowledge in data mining / machine learning is preferred, but not mandatory

Content

Topics will include (but not be limited to):

  • Selection of interesting data sets
  • Representation of data and information
  • Feature extraction, feature construction, feature selection
  • Data cleaning, discretization
  • Descriptive data mining, finding patterns, clustering
  • Predictive data mining: Finding a prediction task
  • White / black box models
  • Prediction performancs

The emphasis is on getting hands-on experience in the use of data mining and machine learning techniques.

Wiki

Slides / Minitalks

Premeeting July 14th - online