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This course introduces RNA-seq analysis in R, covering differential expression from FASTQ data, log2 fold-change, DESeq2, gene set enrichment analysis, and WGCNA. It also includes beginner-oriented R data manipulation and package creation tutorials.
Syllabus
RNASeq Analysis | Differential Expressed Genes (DEGs) from FastQ.
Log2 fold-change & DESeq2 model in a nutshell.
Gene Set Enrichment Analysis (+ R tutorial).
Data manipulation in R (For Bioinformatics)| R tutorial | For beginner.
Weighted correlation network analysis (WGCNA) tutorial in R| PART I.
How to create your own package in R?.
Taught by
Liquid Brain