Basics of Text Processing and Visualization
24,00 €
This course on Text Processing with Python provides the fundamental techniques of handling and manipulating text data. Starting with basic string operations, the course progresses to more sophisticated methods such as tokenization, stemming, lemmatization, and the removal of stop words. Participants will gain practical experience with regular expressions and will be introduced to libraries like NLTK, Matplotlib, and WordCloud for efficient text processing and visualization. By the end of the course, participants will be equipped with the skills to perform basic text processing for various applications in natural language processing and data analysis.
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Start date
December 9, 2024
End date
December 12, 2024
Language(s) of the training
English
Languages spoken by the coach(es)
English
Instructor(s)
Nina Hosseini-Kivanani
Contents
- Overview of Text Processing
- Basic string Operations in Python
- Regular Expressions
- Tokenization, Stemming, and Lemmatization – Stop word removal
- Hands-on Exercise
Objective
To maximize learning outcomes and engagement, the following will be used:
- Lectures
- Hands-on exercises
- Case study on Luxembourgish texts
Learning Outcomes
By the end of this course, participants will be able to:
- Understand the fundamentals of Text Processing.
- Learn how to handle and manipulate text data.
- Explore well-known libraries and tools for basic text processing.
Schedule
This training has a total duration of 6 hours and takes place over 2 days:
- 09-12-2024: 16:00 – 19:00
- 12-12-2024: 16:00 – 19:00
Format and Location
This course takes place ON-SITE
Terres Rouges building
14, porte de France
L-4360 Esch/Alzette
Level
Beginner
Prerequisites
Basic knowledge of Python
Additional Info
Certification
This training does not have any assessment or exams; a certificate of participation will be issued to participants.
Esco Skills
data mining methods, Python (computer programming), perform data analysis