machine learning & bioinformatics

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Machine Learning & Bioinformatics Tien-Hao Chang (Darby Chang) Machine Learning & Bioinformatics 1

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Machine Learning & Bioinformatics. Tien-Hao Chang (Darby Chang). About me. Tien-Hao Chang Darby Chang. Today. Lists of questions. When to dismiss?. Soon. You are welcome to interrupt me, anytime!. http://www.sciencetoybox.com/images/Procedures/Raising_hands.jpg. Exam. Zero. But. - PowerPoint PPT Presentation

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Page 1: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 1

Machine Learning& Bioinformatics

Tien-Hao Chang (Darby Chang)

Page 2: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 2

About meTien-Hao Chang

Darby Chang

Page 3: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 3

TodayLists of questions

Page 4: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 4

When to dismiss?Soon

Page 5: Machine Learning & Bioinformatics

http://www.sciencetoybox.com/images/Procedures/Raising_hands.jpg

You are welcome to interrupt me, anytime!

Page 6: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 6

ExamZero

Page 7: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 7

But

Page 8: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 8

There are exercises and projects!

Page 9: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 9

How many?

Page 10: Machine Learning & Bioinformatics

http://lawyerswithdepression.files.wordpress.com/2009/08/bigstockphoto_man_in_depression_5432510.jpg

Last year, 6 exercises & 2 projects

Page 11: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 11

Any Questions?

Page 12: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 12

Remember in this class

Page 13: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 13

Good exercises/projects5% per exercise

30% per project

Page 14: Machine Learning & Bioinformatics

http://www.sciencetoybox.com/images/Procedures/Raising_hands.jpg

Good participation, even correct me

Page 15: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 15

Are benefitGood exercises/projects

Good participation

Page 16: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 16

Requirements

Page 17: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 17

Mathematics

Programming

Page 18: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 18

No biology?

Page 19: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 19

Yes, I will explain necessary biology background

Page 20: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 20

Content?

Page 21: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 21

No textbook

Page 22: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 22

Some good books to read

Page 23: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 23

Data Mining: Practical Machine Learning Tools and Techniques

(Second Edition)

http://www.cs.waikato.ac.nz/~ml/images/BOOK2ED.JPG

Page 24: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 24

Protein Structure and Function

http://www.new-science-press.com/images/bookcovers/protein_cover.jpg

Page 25: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 25

Fundamental Concepts of Bioinformatics

http://wps.aw.com/wps/media/objects/384/394215/cover.jpg

Page 26: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 26

Protein Bioinformatics: An Algorithmic Approach to

Sequence and Structure Analysis

http://media.wiley.com/product_data/coverImage300/91/04708483/0470848391.jpg

Page 27: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 27

Homepagehttp://zoro.ee.ncku.edu.tw/mlb/

Page 28: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 28

Any Questions?

Page 29: Machine Learning & Bioinformatics

Machine Learning & Bioinformatics 29

~6 exercises, ~2 projects

Mathematics & programming

http://zoro.ee.ncku.edu.tw/mlb/

You are welcome to interrupt me, anytime!