Course Information

General Information
  • Course Number: CE6102 @ NCU, Taiwan
  • Location: E6-A303
  • Time: 09:00am-11:50am, Mon.
  • Target students: Senior undergraduates, graduates
Instructor
Teaching Assistant
  • Chia-Feng Chiang : joe22485457@gmail.com
  • Kuok-Pan Cheong: cheongkuokpan@hotmail.com
  • Office Hours: 01:00 pm~03:00 pm, Tues. or by appointment
Textbook 
  1. Learning From Data (AMLBook) by Yaser S. Abu-Mostafa, Malik Magdon-Ismail, Hsuan-Tien Lin (Hardcover - Mar. 27, 2012)
  2. Pattern Recognition and Machine Learning (Information Science and Statistics) by Christopher M. Bishop (Hardcover - Oct. 1, 2007)
Evaluation and Grading
  • Assignments: 40%
  • Quiz: 10%
  • Oral Presentation: 10%
  • Project Demo: 30%
  • Final Report: 10%

Recent Announcement

  • Quiz on Dec. 19 Topics: Structural Learning
    Posted Dec 18, 2016, 5:08 PM by chiahui chang
  • Grading of student oral presentation on Nov. 14 Dear all,Since the student oral presentation is peer review, please submit the grading of group 1(Support Vector Machine) and group 7(Kernel Methods) here: https://goo.gl/forms ...
    Posted Nov 20, 2016, 5:30 PM by kp cheong
  • There will be a quiz on Nov. 21. There will be a quiz on Nov. 21.The topics include Support Vector Machine and Kernel Methods.Please read the slides and prepare for the quiz.
    Posted Nov 15, 2016, 10:42 PM by kp cheong
  • Assignment 4 1. Please explain the concept and method of regularization.2. Explain the meaning of λ in the formula and  the relationship between λ and C on page9 from  Y. AbuMostafa ...
    Posted Nov 21, 2016, 7:18 PM by chiahui chang
  • The schedule of oral presentation has been released 每一個組員需報告10分鐘,並且準備兩個問題,一個是用來問同學的,另一個是自己在讀投影片的過程中較難了解的部分,用來跟大家分享,請全程使用英文報告Each student has 10 mins for presentation. Please also prepare two questions: One question with an answer, and the other without an answer. The ...
    Posted Nov 14, 2016, 5:00 AM by chiahui chang
Showing posts 1 - 5 of 12. View more »
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