◆2020 International Distinguished-Scholar Seminar◆

We invite Dr.James Cai from the Department of  Veterinary Medicine & Biomedical Sciences at Texas A&M University to give an online lecture.

• Keynote Speech：Single-Cell High-Throughput Data Science
• Methods：Online lecture in i-learning
• Date and Time
  10/19 11:00-12:00  Introduction to single-cell technologies and programming basics(Matlab/Julia) for data analysis
  10/23  11:00-12:00  QC of raw data and getting UMI counts for individual cells
  10/26  11:00-12:00  Data modeling, normalization and imputation
  10/30  11:00-12:00  Dimension reduction and data visualization (PCA, tSNE and PHATE)
  11/02  11:00-13:00  Clustering analysis, marker gene and cell type identification
  11/06  11:00-12:00  Feature selection, identification of highly variable genes
  11/09  11:00-12:00  scRNAseq differential expression analysis
  11/13  11:00-12:00  Pseudotime, trajectory analysis
  11/16  11:00-12:00  Single-cell immune repertoire profiling
  11/20  11:00-13:00  Construction of single-cell gene regulatory networks