E-mail icon E-mail courses Print icon Print course(s)
 

as of 6/20/2019

KNOWLEDGE TECHNOLOGIES
Country - Partner Institution - Programs: Australia - University of Melbourne - 'Australian Universities'
UC Course SubjectComputer Science
Number & Suffix: 121
Full UC Title: KNOWLEDGE TECHNOLOGIES 
Transcript Title: KNOWLEDGE TECHNOLOG 
UC QTR Units - Division: 6.0 - Upper Division 
Course Description: Much of the world's knowledge is stored in the form of unstructured data (for example, text) or implicitly in structured data (for example, relational databases). In this subject students learn algorithms and data structures for extracting, retrieving and storing analysing explicit knowledge from various data sources, with a focus on the web. This course introduces students to knowledge technologies and to provide a foundational knowledge of data science. The subject also gives students exposure to what applied research is all about. Topics include: data encoding and markup, web crawling, regular expressions, document indexing, text retrieval, basic probability, clustering, pattern mining, Bayesian learning, instance-based learning, and prediction and approaches to evaluation of knowledge technologies. 
Language of Instruction: English
 
Partner Title: KNOWLEDGE TECHNOLOGIES 
Partner University Department: Computer Science 
Partner University Course Number: COMP30018