Overview
With the introduction of modern ICT echo systems (e.g. the Internet, smartphones, digitalisation), there has been tremendous growth in data generated by both systems and people. We can use structured, semi-structured, and unstructured data to extract many facts and patterns hidden inside those resources. One of the information that we can analyse now is sentiments and polarity of opinions. Sentiment analysis or opinion mining is concerned with extracting opinionated content, and analysing it to provide some clue on how users feel about an issue, thing, service, product and so on. This course will provide both a theoretical foundation and hands-on experience for someone to understand and practice sentiment analysis and opinion mining.
Course Description & Learning Outcomes
This course will:
Provide participants with the theoretical foundations to text mining and sentiment analysis
Provide participants with sufficient machine learning foundations to build sentiment classifiers
Equip participants with the skills to mine data from the web and perform sentiment analysis on the data
Schedule
End Date: 26 Feb 2025, Wednesday
Location: Online
Pricing
Skills Covered
PROFICIENCY LEVEL GUIDE
Beginner: Introduce the subject matter without the need to have any prerequisites.
Proficient: Requires learners to have prior knowledge of the subject.
Expert: Involves advanced and more complex understanding of the subject.
- Machine Learning (Proficiency level: Beginner)
