Learn to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from Johns Hopkins University.
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Course 6 of 8 in the Genomic Data Science Specialization.
Syllabus
WEEK 1
The class will cover how to install and use Bioconductor software. We will discuss common data structures, including ExpressionSets, SummarizedExperiment and GRanges used across several types of analyses.
WEEK 2
In this week we will learn how to represent and compute on biological sequences, both at the whole-genome level and at the level of millions of short reads.
WEEK 3
In this week we will cover Basic Data Types, ExpressionSet, biomaRt, and R S4.
WEEK 4
In this week, we will cover Getting data in Bioconductor, Rsamtools, oligo, limma, and minfi