III. Teaching Materials

Teaching Videos

Content
Youtube
Bilibili
PART I Programming Skills
@Youtube
@Bilibili
1. Setup
@Youtube
@Bilibili
2. Linux
@Youtube
@Bilibili
3. Bash and Github
@Youtube
@Bilibili
4a. R Basics
@Youtube
@Bilibili
4b. R Advanced (by Yang Eric Li)
@Youtube
@Bilibili
5.Python
@Youtube
@Bilibili
6.perl
@Youtube
@Bilibili
PART II. Machine Learning Skills
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1.Machine Learning Basics
@Youtube
@Bilibili
2.Feature Selection
@Youtube
@Bilibili
PART III. Case Study 1. exRNA-seq
@Youtube
@Bilibili
1.1a) Mapping
@Youtube
@Bilibili
1.1b) Run your job example in bash
@Youtube
@Bilibili
1.2. Expression matrix
@Youtube
@Bilibili
1.3. Differential expression
@Youtube
@Bilibili
1.4a. Normalization 1
@Youtube
@Bilibili
1.4b. Normalization 2
@Youtube
@Bilibili
Source Files (Private) @ Nextcloud
Last modified 2yr ago
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