Bioinformatics and Genomics
RNA-seq, variant calling, gene expression, sequence analysis, and computational biology with Python 2025–2026.
Key Concepts
- RNA-seq pipelines: FASTQ → BAM → counts
- Differential gene expression (DESeq2, edgeR concepts)
- Single-cell RNA-seq analysis
- Variant calling and annotation
- Sequence alignment and motif finding
- Genome-wide association studies (GWAS)
- Bioconductor-Python ecosystem
📺 20 Curated YouTube Videos
▶ RNA-Seq FASTQ to BAM Pipeline
Danny Arends
▶ Data Analysis
freeCodeCamp
▶ ML for Biology
freeCodeCamp
▶ NumPy SciPy
SciPy
▶ Statistics
StatQuest
▶ Matplotlib
Corey Schafer
▶ Pandas
Keith Galli
▶ Graph Neural Networks
Code to Discovery
▶ Computer Vision
freeCodeCamp
▶ ML
Patrick Loeber
▶ Python
freeCodeCamp
▶ Databases
Corey Schafer
▶ FastAPI
freeCodeCamp
▶ Visualization
Programming Is Fun
▶ Data Processing
Keith Galli
▶ Biology AI
Two Minute Papers
▶ Python Basics
Corey Schafer
▶ Data Science
Imarticus
▶ Python
Tech With Tim
▶ NumPy
freeCodeCamp