Enroll Course: https://www.coursera.org/learn/digital-humanities
In the ever-evolving field of Digital Humanities, the course “Sprachtechnologie in den Digital Humanities” offered on Coursera stands out as an essential resource for students and professionals alike. Beginning on May 20, 2019, this course explores language technology and its application in the realm of Digital Humanities. While the course itself will be paused for future enrollments, the wealth of knowledge shared through its videos remains accessible via YouTube, making it a valuable resource for lifelong learners.
The course spans six weeks, each week focusing on a distinct aspect of language technology. In week one, learners dive into the digital world, understanding text digitization and the role of Optical Character Recognition (OCR) in practical applications. This foundational knowledge sets the tone for what follows.
As we progress into week two, the focus shifts to the structured and sustainable representation of corpus data, using markup languages like XML and understanding text representation standards. This knowledge is crucial for anyone looking to handle large textual datasets effectively.
Week three introduces the properties of corpora and basic analytical methods, imparting skills in frequency analysis and collocations, key components for meaningful text evaluation. Additionally, Noah Bubenhofer shares insights into visual representation of text features, a valuable skill in data presentation.
In week four, participants learn about automatic corpus annotation using computational linguistic tools, including Part-Of-Speech tagging and syntactical analysis. Understanding these techniques is vital for anyone working with natural language processing.
As the course progresses into week five, manual annotation and evaluation methods are discussed. The balance of manual vs. automated processes is crucial, especially as we explore crowdsourcing strategies that leverage online platforms for data collection and correction.
Finally, in week six, the course addresses the complexities of multilingual text analysis. Participants uncover automatic language identification and the challenges of aligning text across different languages, providing a comprehensive understanding of multilingual corpora.
Overall, “Sprachtechnologie in den Digital Humanities” is a well-structured course that offers practical insights and valuable skills necessary for anyone interested in the intersection of language technology and the humanities. Its rich content and focus on application make it a highly recommended course for students, researchers, and professionals eager to enhance their expertise in this dynamic field.
Enroll Course: https://www.coursera.org/learn/digital-humanities