Course Objectives
- To introduce the basic concepts of text mining
- Describing real life examples and application areas of text mining
- Practical presentation of text mining methods
- Ensure that the student completes a real-life project with the term project
Topics
- Fundamentals of text mining and basic concepts
- Main techniques of neutral language processing
- Tools for neutral language processing
- Document representation – converting unstructured data into structured
- Text categorization
- Text clustering
- Topic modelling
- Text summarization
- Sentiment analysis
- Analysis of real world applications: text categorization and clustering
- Analysis of real world applications: topic modelling and sentiment analysis
