Enroll Course: https://www.coursera.org/learn/digital-humanities
In the ever-evolving landscape of digital humanities, the course “Sprachtechnologie in den Digital Humanities” offers a comprehensive exploration of language technology and its applications. Launched on May 20, 2019, this course is a must for anyone interested in the intersection of linguistics and technology. Although the course is currently paused for new enrollments, the content remains accessible through their YouTube channel, ensuring that learners can still benefit from the wealth of knowledge provided.
### Course Overview
The course is structured into six weeks, each focusing on different aspects of language technology:
1. **Week 1 – Pathways into the Digital World**: This week introduces the basics of text digitization, XML representation, and the practical applications of Optical Character Recognition (OCR). It sets the stage for understanding the challenges of corpus creation.
2. **Week 2 – Structured and Sustainable Representation of Corpus Data**: Here, learners delve into XML markup language and important standards for text representation, alongside automatic text and word segmentation techniques.
3. **Week 3 – Properties of Corpora and Basic Analytical Methods**: This week covers key characteristics of corpora, fundamental methods in corpus linguistics, and introduces concepts like word frequencies and collocations, culminating in a discussion on visual representation of text properties.
4. **Week 4 – Automatic Corpus Annotation with Computational Linguistic Tools**: Participants explore automatic corpus annotation, including Part-Of-Speech tagging and named entity recognition, while also addressing the challenges of such processes.
5. **Week 5 – Manual Annotation and Evaluation of Corpus Data**: This module focuses on efficient annotation strategies, the synergy between manual and automatic annotation through machine learning, and the role of crowdsourcing in data collection and correction.
6. **Week 6 – Challenges of Multilingual Text Analysis**: The final week tackles multilingual corpora, automatic language identification, and sentence/word alignment in parallel texts, rounding out the course with a focus on practical applications.
### Why You Should Take This Course
This course is highly recommended for students, researchers, and professionals in linguistics, digital humanities, and computational linguistics. It provides a solid foundation in language technology, equipping learners with the skills to analyze and represent linguistic data effectively. The blend of theoretical knowledge and practical application makes it an invaluable resource.
### Conclusion
While the course is currently paused for new enrollments, the content is still available for viewing on their YouTube channel. I encourage anyone interested in the field to take advantage of this opportunity to learn from experts in the field. Whether you’re looking to enhance your academic knowledge or apply these skills in a professional setting, “Sprachtechnologie in den Digital Humanities” is a course that should not be missed.
### Tags
1. Digital Humanities
2. Language Technology
3. Coursera
4. Online Learning
5. Corpus Linguistics
6. Text Analysis
7. Multilingualism
8. OCR
9. Machine Learning
10. Linguistics
### Topic
Language Technology in Digital Humanities
Enroll Course: https://www.coursera.org/learn/digital-humanities