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            "description": "Presentation of IMGT® patterns and resources for the study of genes, expressed repertoires and three-dimensional structures of immunoglobulins (antibodies) and T cell receptors.",
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            "id": 650,
            "name": "Analyses Single Cell RNA-seq (ScRNA-seq) avec R",
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            "description": "Cette formation introduira notamment la librairie Seurat permettant la manipulation et l'analyse de données Single Cell RNA-seq ainsi que la visualisation des résultats d'analyse\r\n\r\n- Rappels des concepts du séquençage Single Cell RNA-seq\r\n- Importation des données Single Cell dans R\r\n- Intégration de données Single Cell multiples\r\n- Quality Check et pré-traitement des données\r\n- Normalisation de données\r\n- Identification de marqueurs\r\n- Clustering et assignation cellulaire\r\n- Analyse différentielle des groupes cellulaires\r\n- Savoir intégrer les données de spatialisation\r\n- Savoir intégrer les données de trajectoire\r\n- Savoir intégrer les données de communication cellulaire\r\n- Savoir intégrer les données d'épigénétique (ATAC-seq)",
            "homepage": "https://cnrsformation.cnrs.fr/analyses-single-cell-rna-seq-scrna-seq-avec-r?axe=176",
            "is_draft": false,
            "costs": [],
            "topics": [],
            "keywords": [
                "Bioinformatics & Biomedical",
                "R Language",
                "R",
                "NGS Sequencing Data Analysis"
            ],
            "prerequisites": [
                "Basic knowledge of R",
                "R programming"
            ],
            "openTo": "Everyone",
            "accessConditions": "Maîtrise du langage R\r\nAvoir suivi le stage \"Langage R : introduction\" ou niveau équivalent.\r\nAfin de vérifier que votre maîtrise du langage R est suffisante pour pouvoir suivre ce stage, nous vous invitons à effectuer et à renvoyer le test téléchargeable\r\nhttps://cnrsformation.cnrs.fr/data/STG_23294_55153.docx",
            "maxParticipants": 12,
            "contacts": [
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            ],
            "elixirPlatforms": [],
            "communities": [],
            "sponsoredBy": [
                {
                    "id": 6,
                    "name": "CNRS formation entreprise",
                    "url": "https://catalogue.france-bioinformatique.fr/api/eventsponsor/CNRS%20formation%20entreprise/?format=api"
                }
            ],
            "organisedByOrganisations": [
                {
                    "id": 1,
                    "name": "CNRS formation entreprises",
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                }
            ],
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                {
                    "id": 6,
                    "name": "CBiB",
                    "url": "https://catalogue.france-bioinformatique.fr/api/team/CBiB/?format=api"
                }
            ],
            "logo_url": "https://services.cbib.u-bordeaux.fr/utils/logo_cbib.png",
            "updated_at": "2025-12-09T10:10:11.677251Z",
            "type": "Training course",
            "start_date": "2026-10-01",
            "end_date": "2026-10-02",
            "venue": "",
            "city": "Bordeaux",
            "country": "France",
            "geographical_range": "National",
            "trainers": [
                "https://catalogue.france-bioinformatique.fr/api/userprofile/34/?format=api",
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            ],
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            "computingFacilities": [],
            "realisation_status": "future",
            "registration_opening": "2025-12-03",
            "registration_closing": "2026-09-20",
            "registration_status": "open",
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        },
        {
            "id": 606,
            "name": "5th workshop Single-Cell : Transcriptomics, Spatial and Long reads",
            "shortName": "5th SincellTE",
            "description": "This workshop focuses on the large-scale study of heterogeneity across individual cells from a genomic, transcriptomic and epigenomic point of view. New technological developments enable the characterization of molecular information at a single cell resolution for large numbers of cells. The high dimensional omics data that these technologies produce raise novel methodological challenges for the analysis. In this regard, dedicated bioinformatics and statistical methods have been developed in order to extract robust information.\r\n\r\nThe workshop aims to provide such methods for engineers and researchers directly involved in functional genomics projects making use of single-cell technologies. A wide range of single cell topics will be covered in lectures, demonstrations and practical classes. Among others, the areas and issues to be addressed will include the choice of the most appropriate single-cell sequencing technology, the experimental design and the bioinformatics and statistical methods and pipelines. For this edition, new courses/practicals will focus on spatial transcriptomics, cell phenotyping and additional multi-omics.\r\n\r\nA wide range of single cell topics will be covered in lectures, demonstrations and practical classes. Among others, the areas and issues to be addressed will include the choice of the most appropriate single-cell sequencing technology, the experimental design and the bioinformatics and statistical methods and pipelines. For this edition, new courses/practicals will focus on spatial transcriptomics, cell phenotyping and additional multi-omics.\r\n\r\nRequirements : Participants must have prior experience on NGS data analysis  with everyday use of R and good knowledge of Unix command line. Before the training, participants will be asked to familiarize themselves with the processing and primary analyses steps of scRNA-seq datasets with provided pedagogic material.\r\n\r\nIt is not necessary to have personal single-cell data to analyse.\r\n\r\nAll the classes will be taught in English",
            "homepage": "https://moodle.france-bioinformatique.fr/course/view.php?id=27",
            "is_draft": false,
            "costs": [
                "Priced"
            ],
            "topics": [],
            "keywords": [
                "Single-Cell Sequencing",
                "long read sequencing",
                "spatial transcriptomics"
            ],
            "prerequisites": [
                "Master",
                "Autre (Diplôme universitaire, école d'ingénieur ...)"
            ],
            "openTo": "Everyone",
            "accessConditions": "Participants must have prior experience on NGS data analysis with everyday use of R and/or Python and good knowledge of Unix command line. Before the training, participants are advised to familiarize themselves with the processing and primary analyses steps of scRNA-seq datasets. \r\nIt is not necessary to have personal single-cell data to analyse.",
            "maxParticipants": 30,
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            "organisedByOrganisations": [
                {
                    "id": 48,
                    "name": "Institut Pasteur",
                    "url": "https://catalogue.france-bioinformatique.fr/api/organisation/Institut%20Pasteur/?format=api"
                },
                {
                    "id": 4,
                    "name": "IFB - ELIXIR-FR",
                    "url": "https://catalogue.france-bioinformatique.fr/api/organisation/IFB%20-%20ELIXIR-FR/?format=api"
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            ],
            "organisedByTeams": [],
            "logo_url": "https://github.com/IFB-ElixirFr/Training/blob/main/logo_sincellte.png?raw=true",
            "updated_at": "2024-03-20T16:00:20.423462Z",
            "type": "Training course",
            "start_date": "2024-10-20",
            "end_date": "2024-10-25",
            "venue": "Station Biologique",
            "city": "Roscoff",
            "country": "France",
            "geographical_range": "International",
            "trainers": [],
            "trainingMaterials": [],
            "computingFacilities": [],
            "realisation_status": "past",
            "registration_opening": "2024-03-12",
            "registration_closing": "2024-05-07",
            "registration_status": "closed",
            "courseMode": "Onsite"
        },
        {
            "id": 619,
            "name": "Manipulating  & Visualizing Data with R - 2024",
            "shortName": "R - DataViz - 2024",
            "description": "Objectifs\r\n- Importer, structurer, transformer et exporter un tableau de données avec R\r\n- Générer des figures de qualité pour, par exemple, une publication scientifique\r\n\r\nProgramme\r\n- Introduction au tidyverse (metapackage pour manipuler, visualiser et analyser des données)\r\n- Import et export de tableaux de données (csv, excel, google sheet, etc.)\r\n- Manipulation de tableaux de données avec dplyr et tidyr (filtre, aggregation, jointure)\r\n- Manipulation de chaînes de caractères et de dates avec stringr et lubridate\r\n- Introduction aux concepts de visualisation de données\r\n- Apprendre à utiliser ggplot2 grâce à esquisse\r\n- Partager ses résultats avec Quarto",
            "homepage": "http://abims.sb-roscoff.fr/training/courses",
            "is_draft": false,
            "costs": [
                "Free"
            ],
            "topics": [
                "http://edamontology.org/topic_0092"
            ],
            "keywords": [],
            "prerequisites": [],
            "openTo": "Everyone",
            "accessConditions": "",
            "maxParticipants": 18,
            "contacts": [
                "https://catalogue.france-bioinformatique.fr/api/userprofile/299/?format=api"
            ],
            "elixirPlatforms": [],
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                    "name": "ABiMS",
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                }
            ],
            "logo_url": "https://abims.sb-roscoff.fr/sites/default/files/abims.png",
            "updated_at": "2025-01-23T13:52:27.424558Z",
            "type": "Training course",
            "start_date": "2024-05-23",
            "end_date": "2024-05-23",
            "venue": "",
            "city": "Roscoff",
            "country": "France",
            "geographical_range": "",
            "trainers": [],
            "trainingMaterials": [],
            "computingFacilities": [],
            "realisation_status": "past",
            "registration_opening": "2024-03-29",
            "registration_closing": "2024-04-21",
            "registration_status": "closed",
            "courseMode": "Onsite"
        },
        {
            "id": 752,
            "name": "Linux - 24 mars 2026",
            "shortName": "",
            "description": "This training session is organized by the Genotoul bioinfo platform and aims at learning sequence analysis. This training session has been designed to familiarize yourself with the platform resources and its organization. You will learn to access the platform from your work station, what is an Linux environment and how to use it, how to create and manipulate files, how to transfer them from and to your personal computer.\r\n\r\nThis training is focused on practice. It consists of 3 modules with a large variety of exercises:\r\n\r\n- Connect to « genotoul » server (09:00 am to 10:30 am): Platform presentation, Linux basics, opening an user account, Putty installation, first connection.\r\n- Files and basics commands  (10:45 am to 12:00 pm): types of files and secure access, file manipulation commands, text editors and viewers, disk space management .\r\n- Transfers and file manipulation (14:00 pm to 17:00 pm): download/transfer, compress/uncompress, utility commands and data extraction, output redirections.",
            "homepage": "https://bioinfo.genotoul.fr/index.php/events/linux-2-2/",
            "is_draft": false,
            "costs": [
                "Non-academic: 550€ + 20% taxes (TVA)",
                "Academic but non-INRAE: 170 € + 20% taxes (TVA)",
                "For INRAE's staff: 150 € no VAT charged;"
            ],
            "topics": [
                "http://edamontology.org/topic_3316"
            ],
            "keywords": [],
            "prerequisites": [
                "none"
            ],
            "openTo": "Everyone",
            "accessConditions": "",
            "maxParticipants": 10,
            "contacts": [
                "https://catalogue.france-bioinformatique.fr/api/userprofile/344/?format=api",
                "https://catalogue.france-bioinformatique.fr/api/userprofile/739/?format=api"
            ],
            "elixirPlatforms": [],
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            "organisedByOrganisations": [
                {
                    "id": 37,
                    "name": "MIAT - Mathématiques et Informatique Appliquées de Toulouse",
                    "url": "https://catalogue.france-bioinformatique.fr/api/organisation/MIAT%20-%20Math%C3%A9matiques%20et%20Informatique%20Appliqu%C3%A9es%20de%20Toulouse/?format=api"
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            ],
            "organisedByTeams": [
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                    "id": 22,
                    "name": "Genotoul-bioinfo",
                    "url": "https://catalogue.france-bioinformatique.fr/api/team/Genotoul-bioinfo/?format=api"
                }
            ],
            "logo_url": "https://bioinfo.genotoul.fr/wp-content/uploads/bioinfo_logo-rvb-petit.png",
            "updated_at": "2026-02-02T09:40:36.591559Z",
            "type": "Training course",
            "start_date": "2026-03-24",
            "end_date": "2026-02-24",
            "venue": "",
            "city": "Castanet-Tolosan",
            "country": "France",
            "geographical_range": "",
            "trainers": [],
            "trainingMaterials": [
                {
                    "id": 137,
                    "name": "Linux slides - Genotoul-bioinfo",
                    "url": "https://catalogue.france-bioinformatique.fr/api/trainingmaterial/Linux%20slides%20-%20Genotoul-bioinfo/?format=api"
                },
                {
                    "id": 138,
                    "name": "Linux TP - Genotoul-bioinfo",
                    "url": "https://catalogue.france-bioinformatique.fr/api/trainingmaterial/Linux%20TP%20-%20Genotoul-bioinfo/?format=api"
                }
            ],
            "computingFacilities": [],
            "realisation_status": "future",
            "registration_opening": "2026-01-14",
            "registration_closing": "2026-02-10",
            "registration_status": "closed",
            "courseMode": "Onsite"
        }
    ]
}