Learning resource for beginners

Bulk RNA-seq analysis

name Description Link
Alignment Alignment and quantification of bulk RNA-seq data Course
DGE analysis Differential gene expression analysis of bulk RNA-seq data using DESeq2 Course
Pathway enrichment Pathway enrichment analysis Course
Regulon analysis Analysis of regulatory networks Course
WGCNA Weighted correlation network analysis Course
DNB Analysis of Dynamical Network Biomarkers (DNB) Course

Single-cell RNA-seq

name Description Link
Alignment Alignment and quantification of scRNA-seq data Course
Seurat Introduction to Seurat Course
Seurat Processing multiple samples using Seurat Course
DEG analysis Differential expression analysis using Seurat Course
pySCENIC Inference of TF activities using the pySCENIC pipeline Course
CSN Analysis of Cell-specific network (CSN) Course

ChIP-seq and ATAC-seq

name Description Link
Alignment Alignment of ChIP-seq and ATAC-seq using BWA Course
ChIP-seq Peak calling of ChIP-seq data Course
ATAC-seq Peak calling of ATAC-seq data Course
Enrichment analysis Enrichment analysis of genomic regions. Course