Text Analysis with Python (online course)
This online course introduces the basic concepts of text analysis in Python. In this course, participants will learn how to apply text mining methods on text data and analyse them in a pipeline with machine learning and natural language processing algorithms. The course has a strongly practical hands-on focus, and participants will gain experience in using text mining on real data.
Target audience
This course works best for learners who are comfortable programming in Python, want to acquire skills in text mining approaches, and have a basic knowledge of data science.
For an overview of all our Winter school courses offered by the Department of Methodology and Statistics please click here.
Aim of the course
The course teaches participants the basic text mining techniques using Python. The skills addressed in this course are:
- Python environment
- Preprocessing text
- Text classification
- Sentiment classification
- Word embedding