install.packages(c("dada2", "here", "tidyverse", "phyloseq", "rstatix", "micoViz", "ggpubr", "ggbeeswarm", "ggside", "vegan", "reshape2", "pander", "gplots", "RColorBrewer", "GUniFrac")) if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("Heatplus", ask=TRUE).Data Science for Biology Workshop Series
Workshop II - Working with High Dimensional Data
Thank you for participating in Workshop II!
Fill out the post-workshop survey here
Before you leave, we have some questions for you to understand if the workshop was valuable and how we can improve it.
Retreiving and running your workshop files
The instances will be going down, but your work has been saved!
- Navigate to this link to download the contents of your workshop folder from your IP Workshop II instance files here
- Follow the detailed instructions here to install R and RStudio on your computer. Ensure you are on R version 4.2 or higher.
- Run the following command to install the necessary packages in the R terminal
Group Dataset Example Workflows
Asavela’s Demo
Liz’s Demo
Note: The filepaths to the datasets may not match!
Workshop II Discord
Join the discord here
Once you’ve joined, you can bookmark https://discord.com/channels/1158136582201692202/ to go straight to the channel
| Date/Time | Topic | Instructor |
|---|---|---|
| Monday, April 22nd | ————————————————————– | ————————————————————– |
| AM | Workshop Introduction | Scott Handley (Wash U School of Medicine) |
| Keynote | Sinaye Ngcapu (CAPRISA) | |
| Sequencing and Library Preperation | Lindsay Droit (Wash U School of Medicine) | |
| PM | R Refresher (tidyverse/summary tables/data visualization) |
Scott Handley (Wash U School of Medicine) |
| Tuesday, April 23th | ————————————————————– | ————————————————————– |
| AM | 16S Data Preprocessing | Asavela Kama (CAPRISA) |
| PM | Exploring High Dimensional Data | Elizabeth Costello (Stanford University) |
| Wednesday, April 24th | ————————————————————– | ————————————————————– |
| AM | Exploring High Dimensional Data | Elizabeth Costello (Stanford University) |
| Correlations and Differential Abundance Testing | Joseph Elsherbini (Ragon Institute) | |
| PM | Group Activity I | Johnathan Shih (Ragon Institute) |
| Thursday, April 25th | ————————————————————– | ————————————————————– |
| AM | VIRGO / Shotgun Metagenomics | Michael France (UMD School of Medicine) |
| PM | Group Activity II | Johnathan Shih (Ragon Institute) |
| Evening | Reception | |
| Friday, April 26th | ————————————————————– | ————————————————————– |
| AM | Keynote | Jacques Ravel (UMD School of Medicine) |
| Group Activity review | ||
| PM | Group Presentations | Participants |
| Dataset Demo | ||
| Workshop Outro | Scott Handley (Wash U School of Medicine) | |
| ————————————————————– | ————————————————————– |