140.688 Bioinformatics and Computational Biology Solutions Using R and Bioconductor


師資

授課教師:
Rafael Irizarry

上線日:

2006年春季課程

提供

生物統計學系(Biostatistics)


課程描述

Covers the basics of R software and the key capabilities of the Bioconductor project (a widely used open source and open development software project for the analysis and comprehension of data arising from high-throughput experimentation in genomics and molecular biology and rooted in the open source statistical computing environment R), including importation and preprocessing of high-throughput data from microarrays and other platforms. Also introduces statistical concepts and tools necessary to interpret and critically evaluate the bioinformatics and computational biology literature. Includes an overview of of preprocessing and normalization, statistical inference, multiple comparison corrections, Bayesian Inference in the context of multiple comparisons, clustering, and classification/machine learning.


開放式課程提供的是約翰霍普金斯彭博公共衛生學院中所使用教材的部分。開放式課程的內容並不提供任何約翰霍普金斯彭博公共衛生學院的認證或是學分。

如果想要進一步瞭解可獲得學分的課程,請洽http://commprojects.jhsph.edu/courses。開放式課程與這些學分課程不同,並不需要註冊,也無法提供與教職員聯絡的管道。