Advanced Data Analysis

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Lecturer
 
Place
Tue3-4(W631J2-1601)  
Credits
Lecture2  Exercise0  Experiment0
Code
76033
Syllabus updated
2013/3/25
Lecture notes updated
2013/7/2
Access Index
Semester
Spring Semester

Lecture

Lecture 1 Introduction

2013.4.9(Tue.) 3-4session

Lecture

Lecture 2 Principal Component Analysis

2013.4.16(Tue.) 3-4session

Lecture

Lecture 3 Locality Preserving Projection

2013.4.23(Tue.) 3-4session

Lecture

Lecture 4 Fisher Discriminant Analysis

2013.5.7(Tue.) 3-4session

Lecture

Lecture 5 Kernel PCA

2013.5.14(Tue.) 3-4session

Lecture

Lecture 6 More on Kernels

2013.5.21(Tue.) 3-4session

Lecture

Lecture 7 K-means Clustering

2013.5.28(Tue.) 3-4session

Lecture

Lecture 8 Spectral Clustering

2013.6.4(Tue.) 3-4session

Lecture

Lecture 9 Projection Pursuit (1)

2013.6.11(Tue.) 3-4session

Exercise

Lecture 10 Preparation for Mini-Conference

2013.6.18(Tue.) 3-4session

Lecture

Lecture 11 Projection Pursuit (2)

2013.6.25(Tue.) 3-4session

Lecture

Lecture 12 Independent Component Analysis

2013.7.2(Tue.) 3-4session

Exercise

Lecture 13 Preparation for Mini-Conference

2013.7.9(Tue.) 3-4session

End of Term Examination

Lecture 14 Mini-Conference (Day 1)

2013.7.16(Tue.) 3-4session

End of Term Examination

Lecture 15 Mini-Conference (Day 2)

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