/workshops_UW_Seattle

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workshops_UW_Seattle

Files associated with data science workshops at the U. of Washington-Seattle

Up-coming topics

  • GSEA and ViSEAGO
  • Shiny apps
  • Network analysis

Past workshops

  • 2020.08.11: Multiple comparison correction and FDR
  • 2020.08.04: Brief overview of mediation scripts
  • 2020.07.28: Mediation analysis in R (no video)
  • 2020.07.21: Linear model and plotting for loops
  • 2020.07.14: LDheatmap R package
  • 2020.07.07: Imputation and NA-inflated data discussion (no video)
  • 2020.06.30: Best practices for custom R functions
  • 2020.06.09: Rmarkdown documents and slides
  • 2020.06.02: Model building discussion
    • 06.02: How to build a statistical model
    • 06.16: Interaction terms vs contrasts matrix vs delta
  • 2020.05.26: Loops and apply functions in R
  • 2020.05.12: Linear models
    • 05.12: ANOVA and linear regression
    • 05.19: General linear models
  • 2020.04.28: Intro to Amazon Web Services (AWS)
  • 2020.04.03: RNA-seq analysis
    • 04.03: Sample quality
    • 04.10: Gene filtering and normalization
    • 04.17: Gene differential expression and WGCNA modules
    • 04.24: ggplot2
  • 2020.03.27: Intro to R and RStudio
  • 2019.08: Intro to Git and GitHub