GEN242
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About
Introduction
Syllabus
Schedule
Internal
Resources
Installation
Slides
Course Introduction (S1)
Genome Basics (S2)
Databases and Software (S3)
Git and GitHub (S4)
Linux Cluster Basics (S5)
DNA Sequencing (S6)
Introduction to R (S7)
Sequence Alignments (S8)
Programming in R (S9)
Multiple Alignments (S10)
Short Read Alignments (S11)
R on HPC (S12)
NGS Analysis Basics (S13)
Gene Expression Analysis (S14)
NGS Workflows (S15)
ChIP-Seq Overview (S16)
Enrichment Analysis (S17)
Cluster Analysis (S18)
Project Data (S19)
Graphics in R (S20)
Building R Packages (S21)
dplyr, tidyr and SQLite (S22)
Workflow Review (S23)
Final Discussion (S24)
Additional Slide Shows (S25)
Tutorials
GitHub Introduction (T1)
Linux and HPCC Cluster (T2)
Introduction to R (T3)
Programming in R (T4)
Parallel R (T5)
NGS Analysis Basics (T6)
Workflows (T7)
RNA-Seq Workflow (T8)
ChIP-Seq Workflow (T9)
scRNA-Seq Embedding Methods (T10)
VAR-Seq Workflow (T11)
R Markdown (T12)
Functional Enrichment Analysis (T13)
Cluster Analysis and Data Mining (T14)
Project Data (T15)
Graphics and Visualization (T16)
Shiny Apps (T17)
Building R Packages (T18)
dplyr, tidyr and SQLite (T19)
Automate CWL Creation (T20)
Assignments
Homework
HW1: Intro & GitHub
HW2: Linux & HPC
HW3: R Basics
HW4: Alignments
HW5: R Programming
HW6: NGS Analysis Basics
HW7: RNA-Seq Analysis
HW8: R Markdown
Projects
Overview of Projects
RNA-Seq Aligners
DEG Methods
DEXseq Analysis
Cluster Analysis
scRNA-Seq Embedding
ChIP-Seq Peak Callers
Functional Enrichment
Motif Enrichment*
Genome Graphics*
Drug-target Analysis
lncRNA Discovery
Project Data
Presentations
Paper Presentations
Links
Piazza
GitHub Classroom
GitHub Repo
Bioconductor
Hugo, Docsy & R
News
Resources
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Piazza
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Hugo, Docsy and R
Last modified 2022-03-21:
some edits (76115cf94)