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

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