Not logged in : Login
(Sponging disallowed)

About: http://www.semanticweb.org/anna_antoun_sobhi#ADM     Goto   Sponge   NotDistinct   Permalink

An Entity of Type : http://www.semanticweb.org/anna_antoun_sobhi#Course, within Data Space : linkeddata.uriburner.com:28898 associated with source document(s)

AttributesValues
type
described by
http://www.semanti...ntoun_sobhi#About
  • This course presents the techniques most commonly employed in the analysis of large volumes of data, in the extraction of knowledge from this data, and in making decisions based on the knowledge acquired. It also presents the problems related to data mining that are not yet resolved satisfactorily at present and, therefore, are open research areas. More specifically, after finishing this course, students will be able to: (1) Collect and integrate data arising from different sources to build a data warehouse. (2) They will know the different architectures and implementations of a data warehouse, as well as the guidelines to be followed in its maintenance. (3) They will know the different types of problems (tasks) that can be addressed through data mining: classification, regression, clustering, correlations and association rules; and they will have criteria to discern which of these tasks must be resolved to address a real problem. (4) They will know the different data mining techniques which can be used to solve the different tasks. (5) They will be capable of obtaining new knowledge in the form of patterns or models from a data set. (6) They will be capable of assessing the quality and interpretability of knowledge obtained by using different validation techniques. (7) They will know the problems that are still not resolved in the field of data mining and, therefore, they are open research fields.
http://www.semanti..._sobhi#AcronymFor
  • Data Mining (en)
http://www.semanti...#BelongsToProgram
is topic of
is http://www.semanti...oun_sobhi#Teaches of
Faceted Search & Find service v1.17_git149 as of Dec 03 2024


Alternative Linked Data Documents: iSPARQL | ODE     Content Formats:   [cxml] [csv]     RDF   [text] [turtle] [ld+json] [rdf+json] [rdf+xml]     ODATA   [atom+xml] [odata+json]     Microdata   [microdata+json] [html]    About   
This material is Open Knowledge   W3C Semantic Web Technology [RDF Data] Valid XHTML + RDFa
OpenLink Virtuoso version 08.03.3331 as of Aug 25 2024, on Linux (x86_64-ubuntu_noble-linux-glibc2.38-64), Single-Server Edition (378 GB total memory, 13 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software