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6 events found

Scientific topics: Data architecture, analysis... 

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  • Data Interpretation and Reporting with R

    11 May 2016

    Brisbane, Australia

    Data Interpretation and Reporting with R https://tess.elixir-europe.org/events/data-interpretation-and-reporting-with-r This hands-on workshop will introduce users of the R software environment to the techniques involved in generating reproducible, dynamic data analyses and reports. Using literate programming approaches, participants will learn to build automated reusable reports in R. Practical exercises will include integration and manipulation of datasets, generation of summary statistics about a dataset, and how to produce high-quality tables and charts. Recommended participants Biologists and bioinformaticians wishing to structure and interpret data and generate dynamic reports using R. Prior expertise with R and the command line interface is required, to a level equivalent of that provided by the QFAB workshop “Introduction to R”. What will I learn? During this course you will learn about: Building dynamic reports for reproducible research with literate programming techniques Reformatting data and summarising and integrating datasets Generating high-quality graphic presentations of data Producing reusable scripts in R After this course you should be able to: Import tabular data files into R Use R to merge data from two or more files based on common fields Extract data from a table and summarise it in both text and graphical formats Create a knitR template that combines automated data analysis with free-form text interpretation 2016-05-11 09:00:00 UTC 2016-05-11 00:00:00 UTC University of Queensland University of Queensland, Brisbane, Australia University of Queensland Brisbane Australia Data architecture, analysis and design [] [] [] workshops_and_courses [] ABRRQFAB
  • Differential Gene Expression Analysis with R (microarray and NGS)

    25 May 2016

    Brisbane, Australia

    Differential Gene Expression Analysis with R (microarray and NGS) https://tess.elixir-europe.org/events/differential-gene-expression-analysis-with-r-microarray-and-ngs This hands-on workshop will introduce users of the R software environment to the specific skills and applications used in the analysis of microarray and next-generation sequencing (NGS) data. Practical exercises will include quality control and normalisation of data for differential gene expression, and linking genomic information to external public datasets. Recommended participants Biologists and bioinformaticians wishing to use R for RNA expression analysis. Prior expertise with R and the command line interface is required, to a level equivalent of that provided by the QFAB workshop “Introduction to R”. What will I learn? During this course you will learn about: Pre-processing and quality control of microarray and RNA-Seq data The use of R packages for the identification of differentially-expressed genes from expression data Systems biology interpretation of gene lists using pathway analysis Integration of expression and genome data with Ensembl databases After this course you should be able to: Import Affymetrix CEL files to R as data objects Carry out standard QC tests on microarray and RNA-Seq datasets Use the limma-voom R package to produce lists of differentially expressed genes between pairs of samples Identify over-represented gene ontology categories in gene lists using the GOStats package 2016-05-25 09:00:00 UTC 2016-05-25 00:00:00 UTC University of Queensland, Brisbane, Australia University of Queensland Brisbane Australia Sequencing Gene expression Data architecture, analysis and design [] [] [] workshops_and_courses [] ABRQFABR
  • Software Carpentry with R COMBINE Workshop

    11 - 12 July 2016

    Brisbane, Australia

    Software Carpentry with R COMBINE Workshop https://tess.elixir-europe.org/events/software-carpentry-with-r-combine-workshop This Software Carpentry with R workshop is a tie-in to the 2016 UQ Winter School in Mathematical and Computational Biology. The workshop is being brought to you by COMBINE. Attendees must have registered for at least some part of the UQ Winter School. 2016-07-11 09:00:00 UTC 2016-07-12 00:00:00 UTC University of Queensland Brisbane, Australia Brisbane Australia Data architecture, analysis and design Computer science Bioinformatics [] [] [] workshops_and_courses [] ABRCOMBINEBioinformatics
  • HANDS-ON WORKSHOP: BIOCONDUCTOR / SHINY FOR GENOMIC ANALYSIS

    3 November 2016

    Brisbane, Australia

    HANDS-ON WORKSHOP: BIOCONDUCTOR / SHINY FOR GENOMIC ANALYSIS https://tess.elixir-europe.org/events/hands-on-workshop-bioconductor-shiny-for-genomic-analysis The Bioconductor project (http://bioconductor.org) is a widely used collection of over 1,200 R packages for high-throughput genomic analysis. This workshop introduces established and new Bioconductor packages and workflows for analyzing high-throughput sequence data. The Shiny (http://shiny.rstudio.com) library and web server make it possible to create an interactive interface to R code and graphics. In the second part of this workshop, participants will write a simple genome browser using Shiny. By the end of the workshop, participants will be able to create their own interactive apps allowing sharing of analyses with collaborators. 2016-11-03 09:00:00 UTC 2016-11-03 00:00:00 UTC Queensland University of Technology Brisbane, Australia Brisbane Australia Data architecture, analysis and design Bioinformatics [] [] [] workshops_and_courses [] ABR
  • Multivariate data analysis methods for biological data using the R package mixOmics

    4 November 2016

    Brisbane, Australia

    Multivariate data analysis methods for biological data using the R package mixOmics https://tess.elixir-europe.org/events/multivariate-data-analysis-methods-for-biological-data-using-the-r-package-mixomics The workshop will introduce the fundamental concepts of multivariate dimension reduction methodologies for data exploration, identification of biomarkers and integration of large data sets; especially in the context of systems biology, or in research areas where statistical data integration is required. The mixOmics workshop is aimed to data analysts in the fields of bioinformatics, computational biology and applied statistics with a good statistical knowledge and a good working knowledge in R. 2016-11-04 09:00:00 UTC 2016-11-04 00:00:00 UTC Queensland University of Technology Brisbane, Australia Brisbane Australia Data architecture, analysis and design Bioinformatics [] [] [] workshops_and_courses [] ABR
  • ABACBS/GOBLET RNA-Seq Data Analysis Workshop

    10 November 2016

    Brisbane, Australia

    ABACBS/GOBLET RNA-Seq Data Analysis Workshop https://tess.elixir-europe.org/events/abacbs-goblet-rna-seq-data-analysis-workshop This hands-on course introduces the participants to RNA-seq data analysis methods, tools and file formats. It covers the whole workflow from quality control and alignment to quantification and differential expression analysis, and also experimental design is discussed. This course is suitable to those who intend to employ RNA-seq in their research and who would like to understand the concepts underlying this method, even if they do not intend to analyse the data themselves. 2016-11-10 09:00:00 UTC 2016-11-10 00:00:00 UTC Queensland University of Technology Brisbane, Australia Brisbane Australia Data architecture, analysis and design Bioinformatics [] [] [] workshops_and_courses [] ABR
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