Machine Learning, Spring, 2020           

 

魏志達 (Jyh-Da Wei)

TEL: 03-2118800 #3580

Email: jdwei@mail.cgu.edu.tw; jdwei@iis.sinica.edu.tw

 

教:吳明峰 michael850802@gmail.com

 

Mon.  9:10-12:00, Seminar Room (VI) ... 由4 改為6

 

  <<Syllabus>>

 

<學期總成績> 07/10 12:00上傳

 

<防疫自習辨法0328>

 

 1. Midterm and Final Exams  40%

 2. Teamwork Projects 30%

 3. Reading and Discussion 30%

 

Course Plan (Last Updated on 2020/4/12)

 

 

Date

Topics

Readings

Notes

1

3/2

Introduction to Machine Learning

 

 

2

3/9

Least-Squires Estimation

LSE

 

3

3/16

Neural Networks

ANN

 

4

3/23

Neural Networks

Project

作業分組名單

5

3/30

Deep Learning (Tensor Flow)

 

 

6

4/6

Fuzzy Inference Systems

Fuzzy

 

7

4/13

Advanced Topics

ANFIS, GA

 

8

4/20

Midterm Exam

 

自習要點(1)

9

4/27

Classification and Clustering

Clustering

 

10

5/4

Classification and Clustering

   

11

5/11

Decision Tree and Bayesian Networks

DTree, Bayesian

 

12

5/18

Final Exam

教學補充問卷

自習要點(2)

13

5/25

Reading and Discussion - Teams 1~6

 

 

14

6/1

Reading and Discussion - Teams 7~12

   

15

6/8

Reading and Discussion - Teams 12~18

   

16

6/15

Project Demo - Teams 1~6

   

17

6/22

Project Demo - Teams 7~12

   

18

6/29

Project Demo - Teams 12~18, Overall review

 

成績公佈