ABOUT THE Practical course

This international advanced course will provide training on bioinformatics and statistics methods for genomic research. It will give insight into how biological knowledge can be generated from high-throughput sequencing (DNA-Seq, RNA-seq, ChIP-seq) experiments and will illustrate how to analyze such data. The course covers both the underlying statistical and algorithmic concepts, and the practice of how to automate and code such analyses using the scripting language R.

The course will be a mix of lectures and hands-on training. Practicals will consist of computer exercises that will enable the participants to apply statistical methods to the analysis of data under the guidance of the lecturers and teaching assistants. The EMBO Practical course will also teach the basics of the R/Bioconductor environment for statistical-bioinformatic data analysis.

The course is aimed at PhD students, postdocs and interested faculty. The teaching language will be English. Basic experience in computer programming (writing scripts) is required.

Specific topic areas include:

  • DNA variant calling
  • differential expression
  • quality control
  • statistical significance tests and multiple testing, pathway enrichment analyses
  • clustering and classification (machine learning)
  • working with genome annotation
  • using R and Bioconductor

 

VENUE

 

   

BGI,

Yantian District,

China

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