Single Cell Omics Volume 1 Technological
h effects. Tools like Seurat, Scanpy, and Scran have become staples in the field. Dimensionality Reduction and Clustering To make sense of high-dimensional data, techniques such as PCA (Principal Component Analysis), t-SNE (t-distributed Stochastic Neighbor Embedding), and UMAP (Uniform Manifold App