Michael Tsai

2025 Spring - CSIE4004 Computer Science and Information Technology (II)

In this course, we will invite faculty members from Department of Computer Science and Information Engineering to give short lectures (2 x 3-hour classes), introducing their research areas to the students. The students can have a deeper understanding of various research areas and applications, which prepare them to do advanced research.

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Course Information

The Teaching Team

For questions and inquries regarding this course, please contact the instructor directly at csit@csie.ntu.edu.tw.

Course Materials (slides, homework, and solutions)

Students taking the course please go to NTU COOL to see the course materials.

Registering for the course

If you were not able to register for the course, please come to the first class physically on February 21. We will likely provide registration code to those who wishes to do so. However, if the number of students grow beyond the limit of the classroom capacity, we will likely establish an order with which we accept the requests for registering for the course. Detailed policy will be announced in the first class.

Please use this form link to apply for course registration or auditing.

Syllabus

Week # Date Lecture Topic Instructor
1 02/21 Course Introduction / Data Driven Anomaly Detection/Prediction for IoT 蔡欣穆 Hsin-Mu Tsai / 林風 Phone Lin
2 02/28 No Class; 228 Peace Memorial Day
3 03/07 The Impacts of ML/AI on Digital Communications: Information Theoretic Aspects 吳家麟 Ja-Ling Wu
4 03/14 Application of AI Technology in Information Technology Education 張傑帆 Jie-Fan Chang
5 03/21 Application of AI Technology in Information Technology Education 張傑帆 Jie-Fan Chang
6 03/28 FinTech and Blockchain 廖世偉 Shih-Wei Liao
7 04/04 No Class; Qingming Festival
8 04/11 System AI 廖世偉 Shih-Wei Liao
9 04/18 Efficient and Trustworthy AI 洪士灝 Shih-Hao Hung
10 04/25 Quantum Computing 洪士灝 Shih-Hao Hung
11 05/02 Human-to-X Spatial Proxemics based on Multi-modal Sensing Data 巫芳璟 Fang-Jing Wu
12 05/09 Human-to-X Spatial Proxemics based on Multi-modal Sensing Data 巫芳璟 Fang-Jing Wu
13 05/16 Algorithms Beyond Worst-Case Optimality 呂學一 Hsueh-I Lu
14 05/23 Algorithms Beyond Worst-Case Optimality 呂學一 Hsueh-I Lu
15 05/30 No Class; Dragon Boat Festival  
16 06/06 No Class; Final Exam Week