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EMBL's European Bioinformatics Institute

EMBL-EBI

Unleashing the potential of big data in biology

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EMBL-EBI Highlights report

Explore our latest achievements and how bioinformatics is enabling new solutions for disease research, AI, agri-tech and biodiversity.

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EMBL-EBI Training events

15 Oct 2025 - 15 Oct 2025

Inferring bacterial pangenomes with gene-based approaches

The advent of the whole-genome sequencing era in bacteria led to both the initial definition of the term 'pangenome' and the rapid realisation that pangenomic methods would be indispensable to understanding bacterial genomics. Due to the rapidly rising scale of bacterial genomics of the early 2010's coupled with the computational constraints of the time, many bacterial pangenome methods were developed focusing exclusively on protein-coding DNA sequences. This type of method remains widely used to this day, and they continue to be actively developed and extended beyond their initial constraints, including their limitation to protein-coding regions. In this webinar, we will discuss how these methods work and why they are particularly useful in understanding bacterial pangenomes, as well as survey recent and ongoing developments to these methods.

Webinar

Virtual

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13 Nov 2025 - 13 Nov 2025

Chemicals in a biological context: metabolites, drugs, and beyond

Small molecules (or chemicals) play a crucial role in biological systems, acting as precursors to macromolecules, cells, and tissues. Beyond this, they are involved in cell signalling, regulation, energy consumption and production, and can be used therapeutically to treat diseases. Metabolites, a subset of small molecules, are the chemical intermediates and/or end products of metabolic processes.To understand the role of chemicals in a biological context, we can study how they bind to and impact the function of their macromolecular targets, such as DNA, RNA, and protein. We can also assess their broader functional impact on cells, tissues, blood, and other biofluids.This six-hour virtual workshop offers hands-on experience with EMBL-EBI tools and resources to explore the biological effects of small molecules. Using a case study, we will guide participants through workflows to investigate drug interactions with a protein target, as well as assess the downstream effects within a biological system. We will use ChEMBL to identify small molecule drugs and experimental data on their impact on targets, PDBe to evaluate target binding details, and MetaboLights to investigate the small molecule’s impact on biological systems.Virtual courseThis course will take place on Zoom. Trainers will be available to assist during practical sessions, answer questions, and provide further explanations during the Zoom.To join the course you will need to create an EMBL-EBI Training website account.

Course

Virtual

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16 Mar 2026 - 20 Mar 2026

Microscopy data analysis: machine learning and the BioImage Archive

This virtual course will demonstrate how public bioimaging data resources, centred around the BioImage Archive, enable and enhance machine learning based image analysis. The content will explore a variety of data types, including electron and light microscopy and miscellaneous or multi-modal imaging data at the cell and tissue scale. Participants will cover contemporary biological image analysis with an emphasis on machine learning methods, as well as how to access and use images from databases.Virtual courseParticipants will learn via a mix of pre-recorded lectures, live presentations, and trainer Q&A sessions. Practical experience will be developed through group activities and trainer-led computational exercises. Live sessions will be delivered using Zoom with additional support and asynchronous communication via Slack.Pre-recorded material may be provided before the course starts that participants will need to watch, read or work through to gain the most out of the actual training event. In the week before the course, there will be a brief induction session. Computational practicals will run on EMBL-EBI's virtual training infrastructure, meaning participants will not require access to a powerful computer or install complex software on their own machines. Participants will need to be available between the hours of 08:00 – 18:00 GMT each day of the course. Trainers will be available to assist, answer questions, and provide further explanations during these times.

Course

Virtual

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Careers at EMBL-EBI

Focus your energy and skills on something that really matters: using technology to contribute to discoveries that benefit humankind.

EMBL-EBI missions

We are EMBL-EBI: Our impact

The European Bioinformatics Institute (EMBL-EBI) is part of EMBL, Europe’s flagship laboratory for the life sciences. More about EMBL-EBI and our impact.

Data resources

Explore our open data resources to enrich your research. Browse data, perform analyses or share your own results.

Research

Find out about our research groups, postdoctoral schemes and PhD Programme.

Training

Access a wealth of world-leading training in bioinformatics and scientific service provision, regardless of your career stage or sector.

Industry

Explore our knowledge-exchange Industry Programme and take part in translational partnerships and projects.

ELIXIR

We support, as an ELIXIR node, the coordination of biological data provision throughout Europe.

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EMBL’s European Bioinformatics Institute is one of the six sites of the European Molecular Biology Laboratory (EMBL). With over 20 member states and thousands of scientists and engineers working together, EMBL is a powerhouse of biological expertise.

EMBL is an intergovernmental organisation, headquartered in Heidelberg. It was founded in 1974 with the mission of promoting molecular biology research in Europe, training young scientists, and developing new technologies.

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