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Week 6: Reproducible research with AnVILPublish

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Keywords: Workshop

Week 6: Reproducible research with AnVILPublish https://tess.elixir-europe.org/materials/week-6-reproducible-research-with-anvilpublish Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images. Workshop
Week 5: Using AnVIL for teaching R / Bioconductor

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Keywords: Workshop

Week 5: Using AnVIL for teaching R / Bioconductor https://tess.elixir-europe.org/materials/week-5-using-anvil-for-teaching-r-bioconductor Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images. Workshop
Week 4: Single-cell RNASeq with 'Orchestrating Single Cell Analysis' in R / Bioconductor

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Keywords: Workshop

Week 4: Single-cell RNASeq with 'Orchestrating Single Cell Analysis' in R / Bioconductor https://tess.elixir-europe.org/materials/week-4-single-cell-rnaseq-with-orchestrating-single-cell-analysis-in-r-bioconductor Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images. Workshop
Week 1: Using R / Bioconductor in AnVIL

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Keywords: Workshop

Week 1: Using R / Bioconductor in AnVIL https://tess.elixir-europe.org/materials/week-1-using-r-bioconductor-in-anvil Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images. Workshop
Updates to default caching location

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Resource type: Talk

Updates to default caching location https://tess.elixir-europe.org/materials/updates-to-default-caching-location Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images.
Release schedule discussion

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Resource type: Talk

Release schedule discussion https://tess.elixir-europe.org/materials/release-schedule-discussion Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images.
Access Bioinformatics Databases with Biopython

In this 1-hour long project-based course, you will learn how to access, parse, and visualize data from various bioinformatics sequence and structural online databases such as ENTREZ, PDB, KEGG and NCBI using Biopython. You will also interact with various bioinformatics file formats such as FASTA,...

Keywords: data-science, life-sciences, data-analysis, health-informatics

Access Bioinformatics Databases with Biopython https://tess.elixir-europe.org/materials/access-bioinformatics-databases-with-biopython In this 1-hour long project-based course, you will learn how to access, parse, and visualize data from various bioinformatics sequence and structural online databases such as ENTREZ, PDB, KEGG and NCBI using Biopython. You will also interact with various bioinformatics file formats such as FASTA, PDB, GENBANK and XML along with various parsers to read and modify these files using Biopython. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions. data-science, life-sciences, data-analysis, health-informatics
R7 for Bioconductor

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Resource type: Talk

R7 for Bioconductor https://tess.elixir-europe.org/materials/r7-for-bioconductor Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images.
Testing R Packages

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Resource type: Talk

Testing R Packages https://tess.elixir-europe.org/materials/testing-r-packages Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images.
Introduction to Nextflow workshop

workshop materials (mainly) in DSL2 aiming to get familiar with the Nextflow syntax by explaining basic concepts and building a simple RNAseq pipeline. Highlights also reproducibility aspects with adding containers (docker & singularity). Slides available...

Scientific topics: Workflows

Keywords: Nextflow, DSL2

Resource type: Presentation, course materials

Introduction to Nextflow workshop https://tess.elixir-europe.org/materials/introduction-to-nextflow-workshop workshop materials (mainly) in DSL2 aiming to get familiar with the Nextflow syntax by explaining basic concepts and building a simple RNAseq pipeline. Highlights also reproducibility aspects with adding containers (docker & singularity). Slides available [here](https://github.com/vibbits/nextflow-jnj/blob/master/presentation/slidedeck.pdf) Workflows Nextflow, DSL2 bioinformaticians
Discovering scientific evidence using Europe PMC SciLite annotation

For readers of life sciences journal articles, annotations make it easier to scan an article and get a quick overview, find key concepts, and discover evidence, such as gene disease associations or molecular interactions. This webinar will demonstrate how to use the power of text mining to find...

Keywords: Biomedical Literature, Annotations, Literature search, SciLite, Protein structure viewer, Chemical viewer

Resource type: Life Sciences Literature Database

Discovering scientific evidence using Europe PMC SciLite annotation https://tess.elixir-europe.org/materials/discovering-scientific-evidence-using-europe-pmc-scilite-annotation For readers of life sciences journal articles, annotations make it easier to scan an article and get a quick overview, find key concepts, and discover evidence, such as gene disease associations or molecular interactions. This webinar will demonstrate how to use the power of text mining to find evidence in scientific literature. Who is this course for? This webinar is suitable for scientists, database curators or anyone who wishes to learn more about how to use annotations. Outcomes By the end of the webinar you will be able to: Explore Europe PubMed Central Use text mining for scientific literature searches Aravind Venkatesan Biomedical Literature, Annotations, Literature search, SciLite, Protein structure viewer, Chemical viewer
Finding the data behind research publications with Europe PMC

This webinar will explain how to use Europe PMC to find relevant articles in your research field and locate the linked data containing facts and evidence to support your hypothesis. Europe PMC is an open biomedical literature database including PubMed indexed articles, preprints,...

Keywords: Biomedical Literature, Data links, databases, External links

Resource type: Life Sciences Literature Database

Finding the data behind research publications with Europe PMC https://tess.elixir-europe.org/materials/finding-the-data-behind-research-publications-with-europe-pmc This webinar will explain how to use Europe PMC to find relevant articles in your research field and locate the linked data containing facts and evidence to support your hypothesis. Europe PMC is an open biomedical literature database including PubMed indexed articles, preprints, micropublications and more. Who is this course for? This webinar is aimed at scientists with an interest in learning more about the data-rich literature search tools provided by Europe PMC. No prior knowledge of bioinformatics is required, but an undergraduate level understanding of biology would be useful. Michael Parkin Biomedical Literature, Data links, databases, External links
Searching and browsing scientific publications with the new Europe PMC

Literature search is an essential and routine task in scientific research. Following the release of the new Europe PMC website, this webinar will show you the new full-text searching and browsing features built to optimise the literature research. Learn how to find the most recent, most relevant...

Keywords: Literature search, Data links, preprints

Resource type: Life Sciences Literature Database

Searching and browsing scientific publications with the new Europe PMC https://tess.elixir-europe.org/materials/searching-and-browsing-scientific-publications-with-the-new-europe-pmc Literature search is an essential and routine task in scientific research. Following the release of the new Europe PMC website, this webinar will show you the new full-text searching and browsing features built to optimise the literature research. Learn how to find the most recent, most relevant and most cited articles in a topic of interest. Also, learn how to find and explore the enhanced content available in Europe PMC. This webinar is aimed at life science scientists who are interested in optimising their literature search skills. No prior knowledge of bioinformatics is required. Michael Parkin Literature search, Data links, preprints
Say Hello to ALTREP

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Resource type: Talk

Say Hello to ALTREP https://tess.elixir-europe.org/materials/say-hello-to-altrep Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images.
Introduction to Protein Structure Analysis

This training session will provide the basics of protein structure determination and how this information is stored in databases. We will explore and search in online databases containing protein structure information. With the aid of the Yasara View program we will visualize the structure....

Operations: Visualisation

Keywords: Protein structure visualisation

Resource type: e-learning

Introduction to Protein Structure Analysis https://tess.elixir-europe.org/materials/introduction-to-protein-structure-analysis This training session will provide the basics of protein structure determination and how this information is stored in databases. We will explore and search in online databases containing protein structure information. With the aid of the Yasara View program we will visualize the structure. Different hands-on exercises will allow you to compare the structure of homologues, to predict a structural model of proteins (without any structure information) and to find homologous structures. We will use online tools to quantify various interactions in the structures. ## Objectives * Get to know the data generated from protein structure determination experiments (high-resolution NMR spectroscopy, X-ray crystallography, electron microscopy, ...) and where to get it. * Display protein structure data and compare structures, through the use of Yasara. * Create high-quality graphical representations of the structures. * Calculate the effect of mutations on the stability of your protein. Janick Mathys Protein structure visualisation Life Science Researchers
Reproducible data analysis with RStudio, github and Rmarkdown

Best practices for writing reproducible data-analysis Creating a reproducible and re-usable data-analysis environment with Rstudio Input: https://github.com/vibbits/RDM-LS Output: https://github.com/vibbits/RDM-LS-solution

Scientific topics: Data management, Data architecture, analysis and design

Resource type: Presentation

Reproducible data analysis with RStudio, github and Rmarkdown https://tess.elixir-europe.org/materials/reproducible-data-analysis-with-rstudio-github-and-rmarkdown Best practices for writing reproducible data-analysis Creating a reproducible and re-usable data-analysis environment with Rstudio Input: https://github.com/vibbits/RDM-LS Output: https://github.com/vibbits/RDM-LS-solution Data management Data architecture, analysis and design life scientists
Data security and encryption

1. Data security 2. Encryption 3. Passwords

Scientific topics: Data management, Data security

Keywords: data encryption

Resource type: Presentation

Data security and encryption https://tess.elixir-europe.org/materials/data-security-and-encryption 1. Data security 2. Encryption 3. Passwords Data management Data security data encryption life scientists
Valorisation and intellectual properties in research data management

### Valorisation and IP * Basics of Tech Transfer and IPR from an academic perspective * Insights as to: * Why is it important when handling and managing research data? * How do IP rights fit in FAIR data principles * When to safeguard data for proprietary protection? * Where/how...

Scientific topics: Data management

Keywords: intellectual property protection

Resource type: Presentation

Valorisation and intellectual properties in research data management https://tess.elixir-europe.org/materials/valorisation-and-interlectual-properties-in-research-data-management ### Valorisation and IP * Basics of Tech Transfer and IPR from an academic perspective * Insights as to: * Why is it important when handling and managing research data? * How do IP rights fit in FAIR data principles * When to safeguard data for proprietary protection? * Where/how share and publish data if valorisation is in scope? Data management intellectual property protection life scientists
Preserve, publish and share your data

- why preserve data - what data should be preserved - how share data - where to deposit your data - Fairsharing, re3data - ELIXIR Core Resources - Data Formats - Generic archives

Scientific topics: Data management, Data submission, annotation and curation

Keywords: data formats, ELIXIR Core resources, FAIR data submission

Resource type: Presentation

Preserve, publish and share your data https://tess.elixir-europe.org/materials/preserve-publish-and-share-your-data - why preserve data - what data should be preserved - how share data - where to deposit your data - Fairsharing, re3data - ELIXIR Core Resources - Data Formats - Generic archives Data management Data submission, annotation and curation data formats, ELIXIR Core resources, FAIR data submission life scientists
Reusing existing data

- how to find existing data (OmicsDI, pubmed, BioStudies, Google Data search, Data Management Hub) - licenses - datasets as first-class research products - research software as first-class research products - data citations

Scientific topics: Data management

Keywords: data licenses, software licenses, data journal

Resource type: Presentation

Reusing existing data https://tess.elixir-europe.org/materials/reusing-existing-data - how to find existing data (OmicsDI, pubmed, BioStudies, Google Data search, Data Management Hub) - licenses - datasets as first-class research products - research software as first-class research products - data citations Data management data licenses, software licenses, data journal life scientists
Organising your data: structure and versioning

how to store and organize data safe, easy and efficient - practical recommendation for folder structures and file naming schemes

Scientific topics: Data management

Keywords: data stewardship, data collection

Resource type: Presentation

Organising your data: structure and versioning https://tess.elixir-europe.org/materials/organising-your-data-structure-and-versioning how to store and organize data safe, easy and efficient - practical recommendation for folder structures and file naming schemes Nele Pauwels Data management data stewardship, data collection
FAIRify your data: data documentation and metadata

“Documentation is a love letter that you write to your future self.” Damian Conway (2005) Make your data as useful as possible for “your future self” and others Never forget what you did or how or why you did it Always find beck your precious data (easily) Make data understandable,...

Scientific topics: Data management

Keywords: data documentation, metadata

Resource type: Presentation

FAIRify your data: data documentation and metadata https://tess.elixir-europe.org/materials/fairify-your-data-data-documentation-and-metadata “Documentation is a love letter that you write to your future self.” Damian Conway (2005) Make your data as useful as possible for “your future self” and others Never forget what you did or how or why you did it Always find beck your precious data (easily) Make data understandable, reproducible and reusable by “your future self” and others Avoid misinterpretation Data management data documentation, metadata life scientists
Data Management Plans

dmponline.be - creating data management plans why, what to cover, examples and self-assessment grids

Keywords: Data management plan

Resource type: Presentation

Data Management Plans https://tess.elixir-europe.org/materials/data-management-plans dmponline.be - creating data management plans why, what to cover, examples and self-assessment grids Data management plan life scientists
Privacy and GDPR in the research life cycle

0. The basics 1. Planning your research from a GDPR point of view 2. From planning to collecting your data 3. Structuring and analyzing your data 4. Sharing, publishing, archiving and destroying your data

Scientific topics: Data management

Keywords: GDPR

Resource type: Presentation

Privacy and GDPR in the research life cycle https://tess.elixir-europe.org/materials/privacy-and-gdpr-in-the-research-life-cycle 0. The basics 1. Planning your research from a GDPR point of view 2. From planning to collecting your data 3. Structuring and analyzing your data 4. Sharing, publishing, archiving and destroying your data Data management GDPR life scientists
Research Data Management: Trends and requirements

Paula Oset - Research funders and journal policies

Scientific topics: Data management

Keywords: journal policies, research funding

Resource type: Presentation

Research Data Management: Trends and requirements https://tess.elixir-europe.org/materials/research-data-management-trends-and-requirements Paula Oset - Research funders and journal policies Data management journal policies, research funding life scientists
Introduction to Research Data Management and the data life cycle

RESEARCH DATA MANAGEMENT IN LIFE SCIENCES Introduction to RDM & data lifecycle Thomas Van de Velde (Data steward team Ghent University)

Keywords: research data, data management

Resource type: Presentation

Introduction to Research Data Management and the data life cycle https://tess.elixir-europe.org/materials/introduction-to-research-data-management-and-the-data-life-cycle RESEARCH DATA MANAGEMENT IN LIFE SCIENCES Introduction to RDM & data lifecycle Thomas Van de Velde (Data steward team Ghent University) research data, data management life scientists
Alternate Representations of R Objects or ALTREP

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Resource type: Talk

Alternate Representations of R Objects or ALTREP https://tess.elixir-europe.org/materials/alternate-representations-of-r-objects-or-altrep Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images.
Presentation on sparseMatrixStats

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Resource type: Talk

Presentation on sparseMatrixStats https://tess.elixir-europe.org/materials/presentation-on-sparsematrixstats Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images.
Bacterial Bioinformatics

This course provides demonstrations and exercises for performing common genomics-based analysis tasks of bacterial sequence data. It uses PATRIC, the PathoSystems Resource Integration Center, as the platform for analysis. PATRIC is the NIH/NIAID-funded bacterial Bioinformatics Resource Center,...

Keywords: life-sciences, health-informatics, research

Bacterial Bioinformatics https://tess.elixir-europe.org/materials/bacterial-bioinformatics This course provides demonstrations and exercises for performing common genomics-based analysis tasks of bacterial sequence data. It uses PATRIC, the PathoSystems Resource Integration Center, as the platform for analysis. PATRIC is the NIH/NIAID-funded bacterial Bioinformatics Resource Center, providing comprehensive bacterial genomic data with integrated analysis tools and visualizations. PATRIC also provides a private workspace where users can upload and analyze their own data. Course participants will gain skills needed to do comparative analysis of bacterial genomes, starting with raw sequence data.The lessons in the first module cover genome assembly, annotation, phylogenetic tree construction, and protein family / proteome comparisons. Each lesson builds on the previous, creating a complete baseline analysis workflow. life-sciences, health-informatics, research
Q&A about upcoming release

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Resource type: Talk

Q&A about upcoming release https://tess.elixir-europe.org/materials/q-a-about-upcoming-release Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images.