This course provides an unique opportunity for you to learn key components of text mining and analytics aided by the real world datasets and the text mining toolkit written in Java. Hands-on experience in core text mining techniques including text preprocessing, sentiment analysis, and topic modeling help learners be trained to be a competent data scientists. Empowered by bringing lecture notes together with lab sessions based on the y-TextMiner toolkit developed for the class, learners will be able to develop interesting text mining applications.
What you'll learn
text preprocessing
sentiment analysis
topic modeling
using the y-TextMiner toolkit
developing text mining applications
Course objectives
to teach core text mining techniques
to provide hands-on experience with real-world datasets
to enable learners to become competent data scientists