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            "description": "Many analysis generate large result text files which have to be checked, merged, split, reduced. Several tools have been developed and are available on Unix to do this, including sed and AWK. During this course you will be trained to process large files with sed and AWK. Sed is tool enabling to select and process lines. You can easily insert, delete, modify, append lines to very large files with millions of lines. AWK will enable to perform more fine tuned file modifications based on columns. It includes also more mathematical and string functions.  The course is based mainly on exercises with small sections presenting concepts and commands.",
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            "description": "This course continues the explanation on how to work on HPC Southgreen clusters. It is intended for experienced users, with the goals of improving LC user productivity and minimizing the obstacles. New notions and tools are presented such as job arrays, basic softwares installation,module environment and singularity. All these notions will be developped.",
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            "end_date": "2022-12-02",
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            "type": "Training course",
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            "end_date": "2022-11-21",
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            "end_date": "2025-12-01",
            "venue": "",
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                    "id": 84,
                    "name": "ICube",
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                },
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                    "id": 83,
                    "name": "IGBMC",
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            "logo_url": null,
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            "type": "Training course",
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            "end_date": "2022-03-24",
            "venue": "IGBMC\r\n1 Rue Laurent Fries\r\n67400 Illkirch-Graffenstaden",
            "city": "Illkirch Graffenstaden",
            "country": "France",
            "geographical_range": "Local",
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                "https://catalogue.france-bioinformatique.fr/api/userprofile/563/?format=api"
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            "trainingMaterials": [],
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            "name": "Initiation à Linux / Introduction to Linux - 2026",
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            "homepage": "https://documents.migale.inrae.fr/trainings.html",
            "is_draft": false,
            "costs": [
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            "topics": [
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            ],
            "keywords": [
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            "prerequisites": [],
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            "accessConditions": "",
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                    "id": 82,
                    "name": "INRAE",
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            ],
            "logo_url": "https://migale.inrae.fr/sites/default/files/migale-orange_0.png",
            "updated_at": "2026-02-12T10:23:26.458502Z",
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            "end_date": "2026-04-01",
            "venue": "",
            "city": "Jouy-en-Josas",
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            "geographical_range": "",
            "trainers": [],
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            "computingFacilities": [],
            "realisation_status": "future",
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            "registration_closing": "2026-03-18",
            "registration_status": "open",
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        },
        {
            "id": 695,
            "name": "Analyse statistique de données RNA-Seq - Recherche des régions d’intérêt différentiellement exprimées : 2025",
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            "description": "Objectifs pédagogiques\r\n* Se sensibiliser aux concepts et méthodes statistiques pour l’analyse de données transcriptomiques de type RNA-Seq.\r\n* Comprendre le matériel et méthodes (normalisation et tests statistiques) d’un article.\r\n* Réaliser une étude transcriptomique avec R dans l’environnement RStudio.\r\n\r\nProgramme\r\n* Planification expérimentale des expériences RNA-Seq (identification des biais, répétitions, biais contrôlables).\r\n* Normalisation et analyse différentielle : recherche de “régions d’intérêt” différentiellement exprimées (modèle linéaire généralisé).\r\n*Prise en compte de la multiplicité des tests.\r\n\r\nLe cours sera illustré par différents exemples. Un jeu de données à deux facteurs sera analysé avec les packages R DESeq2 et edgeR dans l’environnement RStudio.",
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            ],
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            ],
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            ],
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            "registration_closing": "2025-04-27",
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            "geographical_range": "National",
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        {
            "id": 652,
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            ],
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            "logo_url": "https://services.cbib.u-bordeaux.fr/utils/logo_cbib.png",
            "updated_at": "2025-12-09T10:03:11.757971Z",
            "type": "Training course",
            "start_date": "2026-06-04",
            "end_date": "2026-06-05",
            "venue": "",
            "city": "Bordeaux",
            "country": "France",
            "geographical_range": "National",
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                "https://catalogue.france-bioinformatique.fr/api/userprofile/154/?format=api"
            ],
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            "registration_closing": "2026-05-20",
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        {
            "id": 556,
            "name": "Introduction to python 2023",
            "shortName": "",
            "description": "This course provides an introduction to programming using python. At the end of the training, participants should be able to write simple python programs to handle biological data and to understand more complex programs written by others.\r\nNote : This course in currently available only in french",
            "homepage": "https://southgreenplatform.github.io/trainings//python/",
            "is_draft": false,
            "costs": [
                "Free"
            ],
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            "prerequisites": [
                "Linux - Basic Knowledge"
            ],
            "openTo": "Internal personnel",
            "accessConditions": "Open to South Green close collaborators",
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            ],
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            "updated_at": "2023-12-04T15:38:04.906796Z",
            "type": "Training course",
            "start_date": "2023-04-17",
            "end_date": "2023-04-20",
            "venue": "",
            "city": "Montpellier",
            "country": "France",
            "geographical_range": "Local",
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                "https://catalogue.france-bioinformatique.fr/api/userprofile/772/?format=api",
                "https://catalogue.france-bioinformatique.fr/api/userprofile/773/?format=api",
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            "id": 405,
            "name": "4th Workshop Single-Cell / SincellTE 2022 / Single-Cell : Transcriptomics, Spatial and Multi-Omics",
            "shortName": "SincellTE 2022",
            "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.",
            "homepage": "https://www.france-bioinformatique.fr/formation/single-cell-2022/",
            "is_draft": false,
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                "Priced"
            ],
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                "Master",
                "Autre (Diplôme universitaire, école d'ingénieur ...)"
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            "updated_at": "2022-09-15T13:10:14.790898Z",
            "type": "Training course",
            "start_date": "2022-01-09",
            "end_date": "2022-01-14",
            "venue": "Roscoff Biological Station\r\nPlace Georges Teissier",
            "city": "Roscoff",
            "country": "France",
            "geographical_range": "",
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            "registration_closing": "2021-09-15",
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            "id": 686,
            "name": "Développement d’une application avec R Shiny : session 2025",
            "shortName": "R Shiny 2025",
            "description": "Objectifs pédagogiques\r\n\r\nÀ l’issue de la formation, les stagiaires connaîtront les principes de bases et le fonctionnement du package “Shiny”. Ils et elles seront capables de créer leurs premières applications web interactives à partir de scripts R. Les solutions de déploiement d’applications Shiny seront également abordées.\r\n\r\nProgramme\r\n\r\nPrincipes généraux et fonctionnement d’une application Shiny\r\nDéveloppement d’applications Shiny\r\nDéploiement d’applications Shiny",
            "homepage": "https://documents.migale.inrae.fr/trainings.html",
            "is_draft": false,
            "costs": [
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            ],
            "topics": [
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                "Shiny"
            ],
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            "maxParticipants": 10,
            "contacts": [
                "https://catalogue.france-bioinformatique.fr/api/userprofile/769/?format=api"
            ],
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                    "id": 82,
                    "name": "INRAE",
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                },
                {
                    "id": 88,
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                    "url": "https://catalogue.france-bioinformatique.fr/api/organisation/BioinfOmics/?format=api"
                }
            ],
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                    "name": "MIGALE",
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            ],
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            "updated_at": "2025-01-23T15:03:21.860021Z",
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            "end_date": "2025-03-14",
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            "city": "Jouy-en-Josas",
            "country": "France",
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            "registration_opening": "2025-01-22",
            "registration_closing": "2025-02-27",
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            "description": "This “Perl one-liners” training session is organized by the Sigenae platform. Perl one-liners are small and awesome Perl programs that fit in a single line of code and perform many operations such as replacing of text, spacing, deleting, calculation, manipulation in files and many more. This training will allow you to discover the power of Perl on the command line and learn how to use it to automate your file manipulations and command line generation with classical file formats such as tabulated text, fastq, sam/bam, and vcf.\r\n\r\nThis training lasts one day and is focused on practice. It consists of 3 parts with a large variety of exercises:\r\n\r\nIntroduction to Perl and its characteristics: Perl is a widely used programming language for data processing and task automation. We will introduce the main characteristics of Perl and discuss why it is particularly suited for biologists who want to manipulate files and generate command lines.\r\nPerl on the command line: we will show how to use Perl on the command line to perform common tasks, such as searching and replacing strings, merging files, and loop over lists of files.\r\nConcrete examples: we will present several concrete examples drawn from biology, such as extracting information from genomic sequence files, converting files between different formats, and generating command lines for data biology tools.\r\n \r\nThe session will take place in the room ‘salle de formation MIAT’ at INRAE center of Toulouse-Auzeville.",
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                "Academic but non-INRAE: 170 € + 20% taxes (TVA)",
                "For INRAE's staff: 150 € no VAT charged;"
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                "Perl Langage"
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            "logo_url": "https://bioinfo.genotoul.fr/wp-content/uploads/sigenae-text-black-1.png",
            "updated_at": "2025-05-09T13:11:54.546597Z",
            "type": "Training course",
            "start_date": "2025-12-08",
            "end_date": "2025-12-08",
            "venue": "",
            "city": "castanet-tolosan",
            "country": "France",
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            "trainers": [],
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            "realisation_status": "past",
            "registration_opening": "2025-05-09",
            "registration_closing": "2025-12-01",
            "registration_status": "closed",
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}