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---
title: "MAGE on AnVIL"
date: "`r format(Sys.time(), '%B %d, %Y')`"
site: bookdown::bookdown_site
documentclass: book
bibliography: book.bib
biblio-style: apalike
link-citations: yes
description: Walkthrough exploring the MAGE (Multi-ancestry Analysis of Gene Expression) dataset on AnVIL
favicon: assets/AnVIL_style/anvil_favicon.ico
---
# About this Book {-}
This book is part of a series of books for the Genomic Data Science Analysis, Visualization, and Informatics Lab-space (AnVIL) of the National Human Genome Research Institute (NHGRI). Learn more about AnVIL by visiting https://anvilproject.org or reading the [article in Cell Genomics](https://www.sciencedirect.com/science/article/pii/S2666979X21001063).
## Skills Level {-}
::: {.notice}
_Genetics_
<!-- **Novice**: no genetics knowledge needed -->
_Programming skills_
<!-- **Novice**: no programming experience needed -->
:::
## Learning Objectives {-}
<!-- Learning objectives for this activity come from the [Genetics Core Competencies](https://genetics-gsa.org/education/genetics-learning-framework/): -->
<!-- - Objective 1 -->
<!-- - Objective 2 -->
<!-- - Objective 3 -->
<!-- Please also see the Bioinformatics core competencies for undergraduate life sciences education from NIBLSE: https://journals.plos.org/plosone/article/figure?id=10.1371/journal.pone.0196878.t002 -->
## AnVIL Collection {-}
Please check out our full collection of AnVIL and related resources: https://hutchdatascience.org/AnVIL_Collection/