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