Bioinfo Training -- Additional Tutorial

experiences sharing by Yang Eric Li and Siqi Wang

2018.03

Content

PART 1

1. bash scripts
2. R scripts

PART 2

1. Preprocessing, Mapping and QC
2. Construction and Cleaning of Expression Matrix
3. Differential Expression Analysis(size factor and rank-based)
4. Clustering and Visualization
5. Confounders and Imputation
6. Filter out

PART 3

1. Machine Learning Basics
2. Feature selection
3. Deep learning Basics