Text Mining - Badge
Name
Issuer
Università degli Studi di Milano-Bicocca.
Issued since 30 May 2017.
Description
This Badge is earned by learners participating in the course "Text Mining" offered by EduOpen. The Badge is to all intents and purposes the course’s certificate of attendance.
Badge Criteria
This BADGE has been issued to the student who attended, on the EduOpen Mooc Platform, the course on "Text Mining" teached by Prof. Fabio Stella of the Department of Informatics, Systems and Communication of the University of Milano-Bicocca. The student watched methodology and hands-on video lectures about the following topics; extraction, transformation and loading of natural language text from different sources (Web, RSS feeds, Twitter, Facebook, Reddit, Youtube etc. ), preprocessing and quantitative representations of natural language text (binary, term frequency, term frequency inverse document frequency etc. ), automatic classification of natural language text (sentiment analysis), clustering and topic extraction (topic models) for auto-organizing natural language text, information extraction from natural language text to recognize named entities (person, organization, location etc. ) and to discover their relationships. The student used the KNIME open source software platform to perform practice sessions, and he/she developed and to uploaded, to the EduOpen Mooc plarform, 6 KNIME workflows.
Skills
The owner of this BADGE has the following competences: - to extract, transform and load natural language text from different sources (Web, RSS feeds, Twitter, Facebook, Reddit, Youtube, …). - to preprocess natural language text to obtain a quantitative representation. - to formulate and solve text categorization problems. - to formulate and solve text clustering problems. - to formulate and solve topic modeling problems. - to formulate and solve information extraction problems.
Tags
ComputerandDataSciences, Datamining, Textmining