18 materials found

Difficulty level: Intermediate 


PLAZA is a plant-oriented online resource for comparative, evolutionary and functional genomics

PLAZA is a plant-oriented online resource for comparative, evolutionary and functional genomics. [Materials](ftp://ftp.psb.ugent.be/pub/plaza/workshop/ELIXIR/)

Scientific topics: Plant biology, Functional genomics, Comparative genomics, Evolutionary biology, Phylogenomics, Genotype and phenotype

Operations: Annotation, Visualisation, Comparison

Keywords: plants, Plants bioinformatics, genomics, Visualisation, Annotation

Resource type: Training materials

PLAZA is a plant-oriented online resource for comparative, evolutionary and functional genomics https://tess.elixir-europe.org/materials/plaza-is-a-plant-oriented-online-resource-for-comparative-evolutionary-and-functional-genomics PLAZA is a plant-oriented online resource for comparative, evolutionary and functional genomics. [Materials](ftp://ftp.psb.ugent.be/pub/plaza/workshop/ELIXIR/) Plant biology Functional genomics Comparative genomics Evolutionary biology Phylogenomics Genotype and phenotype plants, Plants bioinformatics, genomics, Visualisation, Annotation Life Science Researchers plant researchers experimeintal biologist researchers postdoctoral researchers Research Assistants and Research Associates PhD
Single cell RNA-seq data analysis with R

This hands-on course introduces the participants to single cell RNA-seq data analysis concepts and popular tools and R packages. It covers the preprocessing steps from raw sequence reads to expression matrix as well as clustering, cell type identification, differential expression analysis and...

Scientific topics: RNA-Seq

Keywords: RNA-Seq, Single Cell technologies, scRNA-seq

Resource type: course materials

Single cell RNA-seq data analysis with R https://tess.elixir-europe.org/materials/single-cell-rna-seq-data-analysis-with-r This hands-on course introduces the participants to single cell RNA-seq data analysis concepts and popular tools and R packages. It covers the preprocessing steps from raw sequence reads to expression matrix as well as clustering, cell type identification, differential expression analysis and pseudotime analysis. Eija Korpelainen RNA-Seq RNA-Seq, Single Cell technologies, scRNA-seq bioinformaticians Biologists
Adding nanomaterial data

This tutorial describes how nanomaterial data can be added to an eNanoMapper server using a RDF format.

Scientific topics: Database management, Toxicology

Keywords: nanotoxicology, enanomapper, resource description framework, ontology

Resource type: Tutorial

Adding nanomaterial data https://tess.elixir-europe.org/materials/adding-nanomaterial-data This tutorial describes how nanomaterial data can be added to an eNanoMapper server using a RDF format. Database management Toxicology nanotoxicology, enanomapper, resource description framework, ontology programmers data entering
InterMine operator manual

Documentation on how to install, configure and operate an InterMine instance.

Keywords: Data integration, Data analysis, Data publishing, FAIR

Resource type: Documentation

InterMine operator manual https://tess.elixir-europe.org/materials/intermine-operator-manual Documentation on how to install, configure and operate an InterMine instance. Data integration, Data analysis, Data publishing, FAIR Bioinformaticians software engineers
Advanced in silico drug design

Advanced in silico drug design workshop - Olomouc, 2018

Scientific topics: Drug discovery

Resource type: course materials

Advanced in silico drug design https://tess.elixir-europe.org/materials/advanced-in-silico-drug-design Advanced in silico drug design workshop - Olomouc, 2018 Drug discovery PhD students postdocs
Text-mining exercises

Hands-on exercises using a variety of text-mining tools and databases based on text mining, to interpret the results from microbiome studies.

Scientific topics: Data mining, Natural language processing, Metagenomics, Microbial ecology

Text-mining exercises https://tess.elixir-europe.org/materials/text-mining-exercises Hands-on exercises using a variety of text-mining tools and databases based on text mining, to interpret the results from microbiome studies. Manimozhiyan Arumugam Data mining Natural language processing Metagenomics Microbial ecology Bioinformaticians Biologists
Cytoscape stringApp exercises

Hands-on exercises using the stringApp for Cytoscape to retrieve molecular networks from the STRING and STITCH databases.

Scientific topics: Data visualisation, Proteomics, Protein interactions, Molecular interactions, pathways and networks, Bioinformatics

Cytoscape stringApp exercises https://tess.elixir-europe.org/materials/cytoscape-stringapp-exercises Hands-on exercises using the stringApp for Cytoscape to retrieve molecular networks from the STRING and STITCH databases. John "Scooter" Morris Data visualisation Proteomics Protein interactions Molecular interactions, pathways and networks Bioinformatics Bioinformaticians Biologists
Deep Learning using a Convolutional Neural Network

This course part focuses on a recent machine learning method known as deep learning that emerged as a promising disruptive approach, allowing knowledge discovery from large datasets in an unprecedented effectiveness and efficiency. It is particularly relevant in research areas, which are not...

Scientific topics: Machine learning

Resource type: Video

Deep Learning using a Convolutional Neural Network https://tess.elixir-europe.org/materials/deep-learning-using-a-convolutional-neural-network This course part focuses on a recent machine learning method known as deep learning that emerged as a promising disruptive approach, allowing knowledge discovery from large datasets in an unprecedented effectiveness and efficiency. It is particularly relevant in research areas, which are not accessible through modelling and simulation often performed in HPC. Traditional learning, which was introduced in the 1950s and became a data-driven paradigm in the 90s, is usually based on an iterative process of feature engineering, learning, and modelling. Although successful on many tasks, the resulting models are often hard to transfer to other datasets and research areas. Machine learning PhD students Post Docs
Introduction to Machine Learning Algorithms

This course offers basics of analysing datasets with machine learning algorithms and data mining techniques in order to understand foundations of learning from large quantities of data.

Scientific topics: Machine learning

Resource type: Video

Introduction to Machine Learning Algorithms https://tess.elixir-europe.org/materials/introduction-to-machine-learning-algorithms-b1434ce7-b934-4b48-af7c-0274e2c37815 This course offers basics of analysing datasets with machine learning algorithms and data mining techniques in order to understand foundations of learning from large quantities of data. Machine learning PhD students Post Docs
Introduction to Machine Learning Algorithms

This course offers basics of analysing datasets with machine learning algorithms and data mining techniques in order to understand foundations of learning from large quantities of data.

Scientific topics: Machine learning

Resource type: PDF

Introduction to Machine Learning Algorithms https://tess.elixir-europe.org/materials/introduction-to-machine-learning-algorithms This course offers basics of analysing datasets with machine learning algorithms and data mining techniques in order to understand foundations of learning from large quantities of data. Machine learning PhD students Post Docs
Training on integration of services to ELIXIR AAI

The hands on training material is on installation of a SAML (Shibboleth) Service Provider software, its integration to a service and registration to ELIXIR AAI, the ELIXIR service portfolio for authenticating researchers and managing their access rights to ELIXIR services.

Keywords: AAI, authentication, Shibboleth

Training on integration of services to ELIXIR AAI https://tess.elixir-europe.org/materials/training-on-integration-of-services-to-elixir-aai The hands on training material is on installation of a SAML (Shibboleth) Service Provider software, its integration to a service and registration to ELIXIR AAI, the ELIXIR service portfolio for authenticating researchers and managing their access rights to ELIXIR services. AAI, authentication, Shibboleth service administrators in organizations that want to make use of ELIXIR AAI
Analysing bisulfite methylation sequencing data

This course builds on the core skills introduced in the Introduction to R, Introduction to Unix and Introduction to SeqMonk courses to provide a more in depth look at the analysis of bisulphite sequencing data. The course is a mix of theoretical lectures and hands on practicals which go through...

Scientific topics: DNA methylation

Analysing bisulfite methylation sequencing data https://tess.elixir-europe.org/materials/analysing-bisulfite-methylation-sequencing-data This course builds on the core skills introduced in the Introduction to R, Introduction to Unix and Introduction to SeqMonk courses to provide a more in depth look at the analysis of bisulphite sequencing data. The course is a mix of theoretical lectures and hands on practicals which go through the whole analysis pipeline, starting from raw sequence data and covering QC, visualisation, quantitation and differential methylation analysis. DNA methylation
RNA-Seq Analysis

This course builds on the core skills introduced in the Introduction to R, Introduction to Unix and Introduction to SeqMonk courses to provide a more in depth look at the analysis of RNA-Seq data. The course starts with a comprehensive lecture covering the theory of RNA-Seq data generation and...

Scientific topics: RNA-Seq

RNA-Seq Analysis https://tess.elixir-europe.org/materials/rna-seq-analysis-d7e62d71-a253-4168-8b5d-6838a2384978 This course builds on the core skills introduced in the Introduction to R, Introduction to Unix and Introduction to SeqMonk courses to provide a more in depth look at the analysis of RNA-Seq data. The course starts with a comprehensive lecture covering the theory of RNA-Seq data generation and analysis and is then followed by a long hands-on practical session which runs though the entire RNA-Seq analysis pipeline from raw fastq files to a list of differentially expressed candidate genes. RNA-Seq
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
Plotting complex figures with R

This course is a comprehensive guide to the use of the built in R plotting functionality to construct everything from customised simple plots to complex multi-layered figures. It follows on from the material in our introductory R course and participants are expected to have a basic understanding...

Keywords: Graph plotting, R Programming, Babraham Institute

Plotting complex figures with R https://tess.elixir-europe.org/materials/plotting-complex-figures-with-r This course is a comprehensive guide to the use of the built in R plotting functionality to construct everything from customised simple plots to complex multi-layered figures. It follows on from the material in our introductory R course and participants are expected to have a basic understanding of R - enough to load and do basic manipulation of datasets. Graph plotting, R Programming, Babraham Institute
Introduction to ChIP-Seq Using Galaxy: Analysing protein interactions with DNA

ChIP-sequencing, also known as ChIP-Seq, is a powerful technique for investigating protein interactions with DNA. This course will take you through an example ChIP-Seq analysis pipeline, following a published methodology to show how we can understand and reproduce these published results.

Scientific topics: ChIP-seq

Keywords: Roslin Institute

Introduction to ChIP-Seq Using Galaxy: Analysing protein interactions with DNA https://tess.elixir-europe.org/materials/introduction-to-chip-seq-using-galaxy-analysing-protein-interactions-with-dna ChIP-sequencing, also known as ChIP-Seq, is a powerful technique for investigating protein interactions with DNA. This course will take you through an example ChIP-Seq analysis pipeline, following a published methodology to show how we can understand and reproduce these published results. ChIP-seq Roslin Institute Any student, postdoc or RA who has an interest in bioinformatics and who intends to conduct ChIP-Seq analysis on a Galaxy platform.
Introduction to RNA-Seq Using Galaxy: Studying the transcriptome

RNA-Seq provides a method for understanding transcriptional dynamics in biological systems. It has immense power to enhance our understanding of those systems, but carrying out RNA-Seq analysis requires use of multiple related software packages. This hands-on course provides experience in using...

Scientific topics: RNA, RNA-Seq

Keywords: John Innes Centre, JIC

Introduction to RNA-Seq Using Galaxy: Studying the transcriptome https://tess.elixir-europe.org/materials/introduction-to-rna-seq-using-galaxy RNA-Seq provides a method for understanding transcriptional dynamics in biological systems. It has immense power to enhance our understanding of those systems, but carrying out RNA-Seq analysis requires use of multiple related software packages. This hands-on course provides experience in using these packages as part of an RNA-Seq analysis pipeline. RNA RNA-Seq John Innes Centre, JIC Students, postdocs or RAs who have an interest in bioinformatics and who intend to conduct RNA-Seq analysis on a Galaxy platform
Galaxy RNA-Seq course

Learns how to use tools like STAR/HISAT2, EdgeR and featureCount in Galaxy.

Galaxy RNA-Seq course https://tess.elixir-europe.org/materials/galaxy-rna-seq-course Learns how to use tools like STAR/HISAT2, EdgeR and featureCount in Galaxy.