Bioinformatics

Bulk RNA-Seq Analysis with R

This course provides a rigorous foundation in the statistical analysis of Bulk RNA-Seq data, the cornerstone of modern transcriptomics. While single-cell analysis offers resolution, bulk RNA-seq remains the gold standard for high-sensitivity gene discovery, biomarker…

Single-Cell Analysis with Python

Mastering AnnData: Learn to manipulate the .X, .obs, .var, and .obsm slots that make Python-based single-cell analysis so memory-efficient.

Scalable Preprocessing: Perform quality control, normalization, and log-transformation on massive datasets that would typically crash traditional R environments.

Deep Generative Modeling: Introduction to scvi-tools for probabilistic modeling of technical noise and batch effects.