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	****
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