140.688 Bioinformatics and Computational Biology Solutions Using R and Bioconductor


师资

授课教师:
Rafael Irizarry

上线日:

2006年春季课程

提供

生物统计学系(Biostatistics)


课程描述

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.


开放式课程提供的是约翰霍普金斯彭博公共卫生学院中所使用教材的部分。开放式课程的内容并不提供任何约翰霍普金斯彭博公共卫生学院的认证或是学分。

如果想要进一步了解可获得学分的课程,请洽http://commprojects.jhsph.edu/courses。开放式课程与这些学分课程不同,并不需要注册,也无法提供与教职员联络的管道。