Teaching Videos

Content

Youtube

Bilibili

PART I Programming Skills

1. Setup

2. Linux

3. Bash and Github

4a. R Basics

4b. R Advanced (by Yang Eric Li)

5.Python

6.perl

PART II. Machine Learning Skills

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1.Machine Learning Basics

2.Feature Selection

PART III. Case Study 1. exRNA-seq

1.1a) Mapping

1.1b) Run your job example in bash

1.2. Expression matrix

1.3. Differential expression

1.4a. Normalization 1

1.4b. Normalization 2

III. Teaching Materials