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2025 Coder Upgrade

Materials for the Nationwide Children's 2025 Coder Upgrade, a single-cell analysis coding boot camp run by SCRGOT (the Single Cell Research Group for Omics Technologies).

Schedule

The boot camp will run from 9:00 AM to 4:00 PM each day, with a 1-hour lunch break from 12:00 PM to 1:00 PM. The schedule will be as follows:

Level Day Topic
Beginner Monday Intro to single-cell and Seurat - through making sobj
Tuesday Processing single-cell data and cell type annotation
Wednesday Combining datasets and data integration
Thursday Differential expression analysis, GSEA and experimental design
Advanced Monday Understanding Seurat object structure, using public datasets
Tuesday Spatial single-cell analysis
Wednesday Cell-cell communication analysis
Thursday 10X multiomics analysis

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Code and guides for the SCRGOT Coder Upgrade single cell analysis workshop

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  • R 39.7%
  • Shell 37.3%
  • Python 23.0%