Special Topic - AI Digital Humanities Application Course

AI4kids cooperated with the team of Professor Tsai Tsung-han from National Central University to record audio-visual teaching.
Through online learning, you can step into the practical courses in the field of AI digital humanities step by step!

This course provides a preview of some chapters and units. You are welcome to watch and learn first before deciding whether to purchase the full course!

What you will learn in this online course

Introduction to social media exploration, basic Python text processing, and practical analysis of relationships between characters in the Three Kingdoms.

【Teacher Introduction】

Professor Tsai Tsung-Han from National Central University

Professor Tsai Tsung-Han is a professor in the Department of Information Engineering at National Central University in Taiwan. His main research areas include natural language processing, machine learning, data mining and other related fields. He has participated in academic exchanges at the University of California, Berkeley and the University of Sydney, Australia, and has rich international academic experience. Professor Cai Zonghan's research results include methods and systems for detecting online rumors and fake news, research on Chinese natural language processing, machine learning-based algorithms for solving classification, clustering, regression and other problems, as well as research on recommendation systems and personalized services. He has achieved outstanding research results in related fields and has been widely recognized and praised in academia and industry.

【Detailed chapter content】

Preface and reference books

Chapter 1: AI Digital Humanities
1-1 Concept of Digital Humanities

Chapter 2: What can we do with digital humanities?
2-1 Basic concepts of AI digital humanities applications
2-2 Analysis of military-related events in Ming Dynasty history
2-3 Event classification and spatiotemporal integration analysis in meteorological records - taking locusts as an example
2-4 Paired Integration of Text Maps

Chapter 3: Natural Language Processing
3-1 Basic concepts of natural language processing
3-2 Common Application Types of Natural Language
3-3 ChatGPT

Chapter 4: Social Media Exploration
4-1 Concept and Definition of Social Media
4-2 Categories of social media
4-3 Basic Concepts of Social Media Prospecting
4-4 Network Metrics
Figure 4-5 Neural Network

Chapter 5: NLP Implementation Video
5-1 Implementation Video NLP1
5-2 Implementation Video NLP2
5-3 Implementation Video NLP3
5-4 Implementation Video NLP4
5-5 Implementation Video NLP5
5-6 Practical Video NLP6

Total course time: 7:13:21
Number of classes: 5

Assessment <br>Assessment question type: Multiple choice Question number: 30

Verification certificate

The certification certificate can be uploaded to the Ministry of Education's learning process platform .<br>The steps are as follows:
Log in to the learning history upload page → Multiple learning performance → Certification record → Domestic / Other / iQiyi Smart Technology / Certificate name (please select the test name) / Level score / Certificate code (please refer to the list below) → Upload supporting documents