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Train the trainer

Train the Trainer course materials

Scientific topics: Bioinformatics, Computational biology

Keywords: training, pedagogy

Train the trainer https://tess.elixir-europe.org/materials/train-the-trainer Train the Trainer course materials Emily Angiolini Jamie Edwards Paul Yorke Bioinformatics Computational biology training, pedagogy Trainers
Bioinformatics and Virtual Machines

We introduce the concept of the virtual machine, what they can be used for and the advantages and disadvantages of using them.

Keywords: VM, IFR, Institute of Food Research, Quadram Institute, Bioinformatics

Bioinformatics and Virtual Machines https://tess.elixir-europe.org/materials/bioinformatics-and-virtual-machines We introduce the concept of the virtual machine, what they can be used for and the advantages and disadvantages of using them. VM, IFR, Institute of Food Research, Quadram Institute, Bioinformatics
LXDE RStudio with support for bioconductor tools

An LXDE Rstudio with pre-loaded Bioconductor tools for rna-seq DE analysis & visualisation

Keywords: RNA-Seq, IFR, Institute of Food Research, Quadram Institute

LXDE RStudio with support for bioconductor tools https://tess.elixir-europe.org/materials/lxde-rstudio-with-support-for-bioconductor-tools An LXDE Rstudio with pre-loaded Bioconductor tools for rna-seq DE analysis & visualisation RNA-Seq, IFR, Institute of Food Research, Quadram Institute
IFR Dockerised version of the EBI's Introduction to RNA-seq course

This is basically the EBI RNA-seq course bundled up in a Docker container using LXDE via TightVNC to provide a graphical environment. The material has been repackaged to use an Ipython Notebook as the learning environment which can be annotated by the learner.

Keywords: RNA-Seq, IFR, Institute of Food Research, Quadram Institute

IFR Dockerised version of the EBI's Introduction to RNA-seq course https://tess.elixir-europe.org/materials/ifr-dockerised-version-of-the-ebi-s-introduction-to-rna-seq-course This is basically the EBI RNA-seq course bundled up in a Docker container using LXDE via TightVNC to provide a graphical environment. The material has been repackaged to use an Ipython Notebook as the learning environment which can be annotated by the learner. RNA-Seq, IFR, Institute of Food Research, Quadram Institute
Docker version of Welsh Gene Park NGS course

Docker version of Welsh Gene Park NGS course

Keywords: NGS, IFR, Institute of Food Research, Quadram Institute

Docker version of Welsh Gene Park NGS course https://tess.elixir-europe.org/materials/docker-version-of-welsh-gene-park-ngs-course Docker version of Welsh Gene Park NGS course NGS, IFR, Institute of Food Research, Quadram Institute
IFR Dockerised version of the Welsh Genepark's Introduction to Command-line NGS Analysis

The IFR Dockerised version of the Welsh Genepark's Introduction to Command-line NGS Analysis course

Keywords: NGS, Command line, IFR, Institute of Food Research, Quadram Institute

IFR Dockerised version of the Welsh Genepark's Introduction to Command-line NGS Analysis https://tess.elixir-europe.org/materials/ifr-dockerised-version-of-the-welsh-genepark-s-introduction-to-command-line-ngs-analysis The IFR Dockerised version of the Welsh Genepark's Introduction to Command-line NGS Analysis course NGS, Command line, IFR, Institute of Food Research, Quadram Institute
Phylogenetics & Phylogeography (Advanced Analytical Methods)

Phylogenetics and Phylogeography(Advanced Analytical Methods) Lecture by Dr Sam Lycett, filmed at The Roslin Institute, March 2015.

Keywords: Phylogenetics, Roslin Institute

Phylogenetics & Phylogeography (Advanced Analytical Methods) https://tess.elixir-europe.org/materials/phylogenetics-phylogeography-advanced-analytical-methods Phylogenetics and Phylogeography(Advanced Analytical Methods) Lecture by Dr Sam Lycett, filmed at The Roslin Institute, March 2015. Phylogenetics, Roslin Institute
Molecular epidemiology practical

Practical session with Dr. Emily Richardson, filmed at The Roslin Institute, March 2015.

Keywords: Molecular epidemiology, Roslin Institute

Molecular epidemiology practical https://tess.elixir-europe.org/materials/molecular-epidemiology-practical Practical session with Dr. Emily Richardson, filmed at The Roslin Institute, March 2015. Molecular epidemiology, Roslin Institute
Phylogenetic analysis of pathogens: Staphylococcus aureus, host switching and antibiotic resistance

Lecture by professor Ross Fitzgerald, filmed at The Roslin Institute, March 2015.

Keywords: Phylogenetic analysis, Roslin Institute

Phylogenetic analysis of pathogens: Staphylococcus aureus, host switching and antibiotic resistance https://tess.elixir-europe.org/materials/phylogenetic-analysis-of-pathogens-staphylococcus-aureus-host-switching-and-antibiotic-resistance Lecture by professor Ross Fitzgerald, filmed at The Roslin Institute, March 2015. Phylogenetic analysis, Roslin Institute
Graphical & Computational Modelling of Biological Pathways

Lecture by professor Tom Freeman. Filmed at The Roslin Institute, The University of Edinburgh, March 2015

Keywords: Graphical modelling, Roslin Institute

Graphical & Computational Modelling of Biological Pathways https://tess.elixir-europe.org/materials/graphical-computational-modelling-of-biological-pathways-d0b38ce1-0e2e-4ba9-9e0c-39c6af558782 Lecture by professor Tom Freeman. Filmed at The Roslin Institute, The University of Edinburgh, March 2015 Graphical modelling, Roslin Institute
An Introduction to BioLayout Express3D

Lecture by professor Tom Freeman. Filmed during a half-day training course held at The Roslin Institute, January 2015, aimed at training biologists with little or no experience of gene expression analysis the basics. Features 15 short films covering the background to data generation through to...

Keywords: Gene expression analysis, Roslin Institute

An Introduction to BioLayout Express3D https://tess.elixir-europe.org/materials/an-introduction-to-biolayout-express3d Lecture by professor Tom Freeman. Filmed during a half-day training course held at The Roslin Institute, January 2015, aimed at training biologists with little or no experience of gene expression analysis the basics. Features 15 short films covering the background to data generation through to deriving meaning using network analysis. - Course aims: the basics of expression data analysis introduction to graph-based analysis introduction to BioLayout Express3D data import navigation of graphs clustering graph analysis data export Gene expression analysis, Roslin Institute
Phylogenetics & Phylogeography Practical (Advanced Analytical Methods)

Practical session with Dr Sam Lycett, filmed at The Roslin Institute, March 2015.

Keywords: Phylogenetics, Phylogeography, Roslin Institute

Phylogenetics & Phylogeography Practical (Advanced Analytical Methods) https://tess.elixir-europe.org/materials/phylogenetics-phylogeography-practical-advanced-analytical-methods Practical session with Dr Sam Lycett, filmed at The Roslin Institute, March 2015. Phylogenetics, Phylogeography, Roslin Institute
Graphical & Computational Modelling of Biological Pathways

Lecture by professor Tom Freeman. Filmed at The Roslin Institute, The University of Edinburgh, March 2015

Keywords: Graphical modelling, Computational modelling, Roslin Institute

Graphical & Computational Modelling of Biological Pathways https://tess.elixir-europe.org/materials/graphical-computational-modelling-of-biological-pathways Lecture by professor Tom Freeman. Filmed at The Roslin Institute, The University of Edinburgh, March 2015 Graphical modelling, Computational modelling, Roslin Institute
SAS Introduction

Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, April 2015. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute.

Keywords: SAS, Roslin Institute

SAS Introduction https://tess.elixir-europe.org/materials/sas-introduction Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, April 2015. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute. SAS, Roslin Institute
A Brief Introduction to R

A short training session with Dr. Ian Handel at The Roslin Institute, April 2015

Keywords: R language, Roslin Institute

A Brief Introduction to R https://tess.elixir-europe.org/materials/a-brief-introduction-to-r A short training session with Dr. Ian Handel at The Roslin Institute, April 2015 R language, Roslin Institute
Summarising Data

Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, December 2015. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute.

Keywords: Summarising data, Roslin Institute

Summarising Data https://tess.elixir-europe.org/materials/summarising-data Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, December 2015. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute. Summarising data, Roslin Institute
Basic Statistical Tests

Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, December 2015. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute.

Keywords: Statistical tests, Roslin Institute

Basic Statistical Tests https://tess.elixir-europe.org/materials/basic-statistical-tests Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, December 2015. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute. Statistical tests, Roslin Institute
Introduction to Experimental Design

Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, January 2016. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute.

Keywords: Experimental design, Roslin Institute

Introduction to Experimental Design https://tess.elixir-europe.org/materials/introduction-to-experimental-design Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, January 2016. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute. Experimental design, Roslin Institute
Introduction to Sample Size Calculation

Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, January 2016. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute. A spreadsheet...

Keywords: Sample size, Roslin Institute

Introduction to Sample Size Calculation https://tess.elixir-europe.org/materials/introduction-to-sample-size-calculation Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, January 2016. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute. A spreadsheet to carry out the calculations described in the presentation may be copied here: http://datashare.is.ed.ac.uk/handle/10283/1996 Sample size, Roslin Institute
Introduction to Statistical Modelling

Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, December 2015. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute.

Keywords: Statistical modelling, Roslin Institute

Introduction to Statistical Modelling https://tess.elixir-europe.org/materials/introduction-to-statistical-modelling Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, December 2015. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute. Statistical modelling, Roslin Institute
Introduction to Mixed Models

Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, March 2016. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute.

Keywords: Mixed models, Roslin Institute

Introduction to Mixed Models https://tess.elixir-europe.org/materials/introduction-to-mixed-models Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, March 2016. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute. Mixed models, Roslin Institute
Introduction to Analysing Repeated Measures Data

Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, March 2016. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute.

Keywords: Data analysis, Repeated measures, Roslin Institute

Introduction to Analysing Repeated Measures Data https://tess.elixir-europe.org/materials/introduction-to-analysing-repeated-measures-data Training session with Dr Helen Brown, Senior Statistician, at The Roslin Institute, March 2016. These training sessions were given to staff and research students at the Roslin Institute. The material is also used for the Animal Biosciences MSc course taught at the Institute. Data analysis, Repeated measures, Roslin Institute
Quality Control in Sequencing Experiments

This course looks at the different ways in which sequencing based studies can fail and the options for visualisation and QC which allow you to identify and diagnose these failures at an early stage. It is designed to be of use to anyone who is using sequencing as part of their research, not just...

Scientific topics: Quality affairs

Keywords: Babraham Institute

Quality Control in Sequencing Experiments https://tess.elixir-europe.org/materials/quality-control-in-sequencing-experiments This course looks at the different ways in which sequencing based studies can fail and the options for visualisation and QC which allow you to identify and diagnose these failures at an early stage. It is designed to be of use to anyone who is using sequencing as part of their research, not just those who are running sequencing facilities. Quality affairs Babraham Institute
Extracting biological information from gene lists

Many experimental designs end up producing lists of hits, usually based around genes or transcripts. Sometimes these lists are small enough that they can be examined individually, but often it is useful to do a more structured functional analysis to try to automatically determine any interesting...

Keywords: Functional analysis, Gene lists, Babraham Institute

Extracting biological information from gene lists https://tess.elixir-europe.org/materials/extracting-biological-information-from-gene-lists Many experimental designs end up producing lists of hits, usually based around genes or transcripts. Sometimes these lists are small enough that they can be examined individually, but often it is useful to do a more structured functional analysis to try to automatically determine any interesting biological themes which turn up in the lists. This course looks at the various software packages, databases and statistical methods which may be of use in performing such an analysis. As well as being a practical guide to performing these types of analysis the course will also look at the types of artefacts and bias which can lead to false conclusions about functionality and will look at the appropriate ways to both run the analysis and present the results for publication. Functional analysis, Gene lists, Babraham Institute
Sample size estimation

Power analysis is a method to estimate the samples sizes needed to detect statistical effects with high probability. This course provides an introduction to the basic principles of power analysis and goes through the variables for power calculation. It also addresses the issues associated with...

Keywords: Power analysis, Sample size, Babraham Institute

Sample size estimation https://tess.elixir-europe.org/materials/sample-size-estimation Power analysis is a method to estimate the samples sizes needed to detect statistical effects with high probability. This course provides an introduction to the basic principles of power analysis and goes through the variables for power calculation. It also addresses the issues associated with technical and biological replicates. The program is intended for people who have no prior knowledge of power. Basic statistical knowledge is extremely useful but prior attendance on a statistics course is not compulsary. Power analysis, Sample size, Babraham Institute
Statistical Analysis using SPSS

Statistics are an important part of most modern studies and being able to effectively use a statistics package can help you to understand your results. This course provides an introduction to statistics illustrated though the use of the friendly SPSS package.

Scientific topics: Statistics and probability

Keywords: Babraham Institute

Statistical Analysis using SPSS https://tess.elixir-europe.org/materials/statistical-analysis-using-spss Statistics are an important part of most modern studies and being able to effectively use a statistics package can help you to understand your results. This course provides an introduction to statistics illustrated though the use of the friendly SPSS package. Statistics and probability Babraham Institute
Statistical Analysis using GraphPad Prism

GraphPad Prism is a powerful and friendly package which allows you to plot and analyse your data. This course acts not only as an introduction to Prism, but also goes through the basic statistical knowledge which should allow you to make the most of your data.

Keywords: GraphPad Prism, Babraham Institute

Statistical Analysis using GraphPad Prism https://tess.elixir-europe.org/materials/statistical-analysis-using-graphpad-prism GraphPad Prism is a powerful and friendly package which allows you to plot and analyse your data. This course acts not only as an introduction to Prism, but also goes through the basic statistical knowledge which should allow you to make the most of your data. GraphPad Prism, Babraham Institute
Scientific Figure Design

This course provides a practical guide to producing figures for use in reports and publications. It is a wide ranging course which looks at how to design figures to clearly and fairly represent your data, the practical aspects of graph creation, the allowable manipulation of bitmap images and...

Scientific topics: Data visualisation

Keywords: Figure design, Babraham Institute

Scientific Figure Design https://tess.elixir-europe.org/materials/scientific-figure-design This course provides a practical guide to producing figures for use in reports and publications. It is a wide ranging course which looks at how to design figures to clearly and fairly represent your data, the practical aspects of graph creation, the allowable manipulation of bitmap images and compositing and editing of final figures. The course will use a number of different open source software packages and is illustrated with a number of example figures adapted from common analysis tools. Data visualisation Figure design, Babraham Institute
An Introduction to Unix

Increasing amounts of bioinformatics work is done in a command line unix environment. Most large scale processing applications are written for unix and most large scale compute environments are also based on this. This course provides an introduction to the concepts of unix and provides a...

Keywords: Unix, Babraham Institute

An Introduction to Unix https://tess.elixir-europe.org/materials/an-introduction-to-unix Increasing amounts of bioinformatics work is done in a command line unix environment. Most large scale processing applications are written for unix and most large scale compute environments are also based on this. This course provides an introduction to the concepts of unix and provides a practical introduction to working in this environment. Internally we link this course to a more specific course illustrating the use of our internal cluster environment and this part of the course could be adapted for other sites with different compute infrastructure. Unix, Babraham Institute
An Introduction to ggplot

Ggplot is the most popular plotting extension to R and replicates many of the graph types found in the core plotting libraries. This course provides an introduction to the ggplot2 libraries and gives a practical guide for how to use these to create different types of graphs.

Keywords: ggPlot, Babraham Institute

An Introduction to ggplot https://tess.elixir-europe.org/materials/an-introduction-to-ggplot Ggplot is the most popular plotting extension to R and replicates many of the graph types found in the core plotting libraries. This course provides an introduction to the ggplot2 libraries and gives a practical guide for how to use these to create different types of graphs. ggPlot, Babraham Institute