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
  • On-going script development at https://github.com/kdillmcfarland/mediation.fxn
• 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