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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)",
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                "R",
                "NGS Sequencing Data Analysis"
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                "Basic knowledge of R",
                "R programming"
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            "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",
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            "updated_at": "2025-12-09T10:09:10.250876Z",
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            "name": "Linux Avancé / Advanced Linux - 2022 Session2",
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            "description": "Objectifs\r\n- Savoir utiliser des commandes linux pour traiter de grosses quantités de données : fichiers\r\nvolumineux et/ou en grands nombres : recherche, comptage, tri, fusion, …\r\nProgramme\r\n- Introduction\r\n- Décrire (wc, grep)\r\n- Manipuler des fichiers tabulés (cut, sort)\r\n- Rechercher (grep)\r\n- Redirection / Pipeline (stdin, stdout, stderr, >, 2>, &&, |)\r\n- Recherche avancée : notion d’expression régulière (egrep)\r\n- Rechercher/Remplacer haut débit (tr, sed)\r\n- Manipulation de fichier tabulé – mode avancé (awk)\r\n- Traitement séquentiel de nombreux fichiers (for)",
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            "description": "Objectifs pédagogiques\r\nA l’issue de la formation, les stagiaires connaîtront les principales fonctionnalités du logiciel PyMOL. Ils seront capables de les appliquer pour visualiser leur système biologique d’intérêt, et d’effectuer des commandes basiques d’identification de poches catalytiques, de profilage de surface électrostatique, et de mutations d’acides aminés.\r\n\r\nAussi, ils connaîtront les bases et les outils de bioinformatique structurale et seront autonomes pour effectuer des modèles de protéines par prédiction (Alphafold2), calculer les meilleures poses de fixation de leur(s) ligand(s) (Autodock4) et reconstruire l’éventuel assemblage biologique.\r\n\r\nBonus : Ils s’approprieront ces outils avec une demi-journée dédiée à la modélisation de leur système d’étude : protéines, interactions protéines/ADN, arrimage de ligand, etc.\r\n\r\nProgramme\r\nVisualiser :\r\n* Maîtriser les bases de la visualisation des protéines en 3D avec PyMOL.\r\nComprendre :\r\n* Analyser des structures 3D de protéines (RX ou RMN).\r\n* Identifier des homologues avec HHpred.\r\n* Modéliser par prédiction sa protéine d’intérêt avec Alphafold2.\r\nPrédire :\r\n* Savoir calculer des meilleures poses de ligands avec Autodock.\r\n* Prédir et modéliser les mutations in silico.\r\n\r\n- Points forts et limites des différents outils\r\n- ️“hand- on tutorials”\r\n- Plus une session dédiée : «bring your own protein»",
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            "updated_at": "2026-02-12T10:25:50.911130Z",
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            "description": "L’Institut Français de Bioinformatique (IFB) organise en partenariat avec iPOP-UP (représenté par EDC) une formation sur les langages de workflows en bioinformatique à destination des bioinformaticien·ne·s et des bioanalystes. La formation abordera les fondamentaux et les fonctionnalités avancées des deux langages Snakemake et Nextflow. Ces outils sont en effet devenus indispensables pour assurer la reproductibilité et l’efficacité des analyses bioinformatiques. La formation sera structurée en deux séquences :\r\n- une journée commune qui abordera les grands principes des gestionnaires de workflow, en particulier dans le domaine de la bioinformatique et en lien avec les infrastructures de calcul de type cluster et cloud proposés au sein de l’IFB \r\n- une  journée de session pratique  avec 1 atelier snakemake et 1 atelier nextflow en parallèle au choix des participants. Nous proposons aux participants qui le souhaitent de travailler sur leur propre workflow dans une approche “Bring your own script” avec l’aide de l’équipe pédagogique.",
            "homepage": "https://moodle.france-bioinformatique.fr/course/view.php?id=36",
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            "updated_at": "2025-09-23T09:21:52.846631Z",
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            "id": 776,
            "name": "Cycle « Analyse de données de séquençage à haut-débit » - Module Analyses RNA-seq - Session Avril 2026",
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            "description": "Bilille propose chaque année un cycle de formation d'introduction à l'analyse des données de séquençage à haut débit.\r\nCe cycle est composé des modules suivants, à la carte : \r\n- Module Analyses ADN\r\n- Module Analyses RNA-seq, bioinformatique et biostatistique\r\n\r\nLes fiches descriptives sont accessibles sur le site de Bilille. Chaque module comprend des présentations générales et des séances pratiques sur ordinateur, avec Galaxy.\r\n\r\nLes objectifs du module Analyses RNA-seq sont :\r\n- Savoir réaliser une analyse transcriptomique par RNA-seq avec ou sans (de novo) génome de référence à l’aide du portail Galaxy\r\n- Avoir un regard critique sur la qualité des lectures obtenues par le séquenceur\r\n- Connaître et savoir paramétrer les outils nécessaires à l’analyse\r\n- Savoir réaliser une analyse différentielle de données RNA-seq à partir d’une table de comptage (quantifiant les lectures alignées) à l’aide du portail Galaxy\r\n- Avoir un regard critique sur les résultats d’une analyse différentielle\r\n- Comprendre différentes méthodes de normalisation et les contextes d’utilisation correspondants",
            "homepage": "https://bilille.univ-lille.fr/training/training-offer",
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                "http://edamontology.org/topic_3308"
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            "keywords": [
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                "Transcriptomics (RNA-seq)"
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                    "id": 66,
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            "updated_at": "2024-01-18T12:35:50.766349Z",
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            "id": 601,
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            "updated_at": "2024-02-19T09:37:34.209594Z",
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            "start_date": "2024-03-18",
            "end_date": "2024-03-18",
            "venue": "Faculté de Pharmacie - Salle 450, 4ème étage",
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        {
            "id": 400,
            "name": "Diplôme Universitaire en Bioinformatique Intégrative - session  2020 / University Diploma in Integrative Bioinformatics - 2020 session",
            "shortName": "DUBii 2020",
            "description": "La bioinformatique est devenue une compétence incontournable pour l'analyse de données de nature diverse : génomes, transcriptomes, protéomes, métabolomes, structures macromoléculaires, réseaux d'interactions. L'appropriation par les biologistes des méthodes et outils de biostatistique et bioinformatique intégrative est un enjeu majeur pour la montée en compétence des équipes de recherche et des plateformes de service. L'université Paris Diderot propose en partenariat avec l'Institut Français de Bioinformatique (IFB) la deuxième édition du Diplôme Universitaire en Bioinformatique intégrative (DU-Bii). Cette formation s’adresse en priorité à des biologistes en demande d'évolution ou de reconversion professionnelle ayant déjà acquis des compétences (formation courte, autoapprentissage, expérience de terrain) en informatique ou bioinformatique/biostatistique (environnement Unix, Python ou R ou autre langage de programmation). Les prérequis sont décrits sur le portail “DU” de l’université Paris Diderot, qui présente le DU-Bii et le DU complémentaire \"Création, Analyse et Valorisation de données omiques\" (DUO) : voir la page dédiée. Le DU-Bii fournira une formation théorique et pratique, complétée par une période d'immersion sur l'une des plateformes régionales de l'IFB, qui mobilisera, dans le cadre d'un projet tutoré, l'ensemble des méthodes et outils appris durant les cours pour réaliser un projet personnel de bioinformatique intégrative. Ce projet combinera des données propres à chaque participant produites dans son laboratoire (principe BYOD : “Bring Your Own Data”) ou collectées à partir de bases de données publiques. Cette formation se déroulera pendant 8 semaines réparties entre : Les cours : 4 semaines à raison de 4 jours/semaine en présentiel (96h) du 2 mars au 2 avril 2020 avec 1 semaine de césure la semaine 12). Le projet tutoré : 20 jours sur l'une des plateformes bioinformatique de l'IFB, à répartir entre le 6 avril et le 19 juin 2020.\r\nRenseignements et candidatures : fcsdv@univ-paris-diderot.fr\r\nInscriptions : voir la page page du DU-Bii de l'Université Paris Diderot\r\nContacts Paris-Diderot : Bertrand.Cosson@univ-paris-diderot.fr \r\nContacts IFB : Helene.Chiapello@inra.fr, Jacques.van-Helden@univ-amu.fr",
            "homepage": "https://ressources.france-bioinformatique.fr/fr/diplome-universitaire-en-bioinformatique-integrative-du-bii-2020",
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                "Priced"
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                    "id": 28,
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            "updated_at": "2022-06-02T11:50:50.627601Z",
            "type": "Training course",
            "start_date": "2020-03-02",
            "end_date": "2020-11-18",
            "venue": "Université Paris Diderot",
            "city": "Paris",
            "country": "France",
            "geographical_range": "National",
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        },
        {
            "id": 532,
            "name": "Summer School Multi-omics Data Analysis and Integration",
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            "description": "Researchers often have access to or generate multiple omics data (RNAseq, metabolomics, lipidomics, proteomics…) within a single study. Although each omics data is usually analyzed individually, combining complementary data can yield a better understanding of the mechanisms involved in biological processes. Several integrative approaches are now available to combine such data, coming essentially from two families of methods, namely multivariate statistical analyses and network-based approaches. During this summer school both methodologies will be covered, introducing RGCCA and mixOmics for multivariate analyses and WGCNA and SNF for network-based strategies. To get meaningful biological information, the interpretation of statistical results needs to be done contextualizing them in the available biological knowledge. To address this major step we need to be able to access and interrogate databases. We will harness this subject introducing semantic web and knowledge graphs in the context of metabolic networks.\r\n\r\nDuring the School, significant time will be devoted to hands-on and the program will be divided into three phases / topics:\r\n- Multivariate statistical analyses (Instructors: Arnaud Gloaguen & Jimmy Vandel)\r\n- Network-based approaches (Instructors: Morgane Térézol & Marie-Galadriel Brière)\r\n- Results contextualisation: an introduction to metabolic models, web semantic and knowledge graphs (Instructors: Jean-Clément Gallardo, Maxime Delmas & Marco Pagni)\r\n\r\nThe participants will work in groups and shortly present the application of what they have learned to their own project.",
            "homepage": "https://www.sib.swiss/training/course/20230903_MODAI",
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                "650 EUR/CHF for academics",
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                "http://edamontology.org/topic_0602",
                "http://edamontology.org/topic_2269",
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                "Multivariate analyses",
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                "basic statistics",
                "R programming"
            ],
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            "accessConditions": "",
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            ],
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                    "id": 100,
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                    "id": 4,
                    "name": "IFB - ELIXIR-FR",
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            "updated_at": "2023-05-17T08:59:43.914253Z",
            "type": "Training course",
            "start_date": "2023-09-03",
            "end_date": "2023-09-08",
            "venue": "Centre de Vacances et Colloques Paul Langevin",
            "city": "Aussois",
            "country": "France",
            "geographical_range": "International",
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            "realisation_status": "past",
            "registration_opening": "2023-04-23",
            "registration_closing": "2023-06-01",
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        },
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            "id": 567,
            "name": "Reproducible Research 2023",
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            "description": "The following topics and tools are covered in the course:\r\n\r\n    Data management\r\n    Project organisation\r\n    Git\r\n    Conda\r\n    Snakemake\r\n    Nextflow\r\n    R Markdown\r\n    Jupyter\r\n    Docker\r\n    Singularity\r\n\r\nAt the end of the course, students should be able to:\r\n\r\n    Use good practices for data analysis and management\r\n    Clearly organise their bioinformatic projects\r\n    Use the version control system Git to track and collaborate on code\r\n    Use the package and environment manager Conda\r\n    Use and develop workflows with Snakemake and Nextflow\r\n    Use R Markdown and Jupyter Notebooks to document and generate automated reports for their analyses\r\n    Use Docker and Singularity to distribute containerized computational environments",
            "homepage": "https://southgreenplatform.github.io/training_reproducible_research/",
            "is_draft": false,
            "costs": [
                "Free"
            ],
            "topics": [],
            "keywords": [],
            "prerequisites": [
                "Linux - Basic Knowledge"
            ],
            "openTo": "Internal personnel",
            "accessConditions": "Open to South Green close collaborators",
            "maxParticipants": 13,
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                    "id": 24,
                    "name": "South Green",
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            ],
            "logo_url": "https://southgreenplatform.github.io/trainings//images/southgreenlong.png",
            "updated_at": "2023-12-04T15:35:44.983725Z",
            "type": "Training course",
            "start_date": "2023-06-14",
            "end_date": "2023-06-16",
            "venue": "",
            "city": "Montpellier",
            "country": "",
            "geographical_range": "",
            "trainers": [
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                "https://catalogue.france-bioinformatique.fr/api/userprofile/734/?format=api",
                "https://catalogue.france-bioinformatique.fr/api/userprofile/733/?format=api",
                "https://catalogue.france-bioinformatique.fr/api/userprofile/773/?format=api",
                "https://catalogue.france-bioinformatique.fr/api/userprofile/774/?format=api",
                "https://catalogue.france-bioinformatique.fr/api/userprofile/558/?format=api",
                "https://catalogue.france-bioinformatique.fr/api/userprofile/519/?format=api"
            ],
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            "realisation_status": "past",
            "registration_opening": null,
            "registration_closing": null,
            "registration_status": "unknown",
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        },
        {
            "id": 202,
            "name": "WAVES Training 2019",
            "shortName": "",
            "description": "Bilille and ATGC organize a workshop to train users to WAVES, a Web Application for Versatile Enhanced Bioinformatic Services.",
            "homepage": "",
            "is_draft": false,
            "costs": [
                "Free"
            ],
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                    "id": 7,
                    "name": "ATGC",
                    "url": "https://catalogue.france-bioinformatique.fr/api/team/ATGC/?format=api"
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            ],
            "logo_url": "https://bilille.univ-lille.fr/fileadmin/_processed_/9/2/csm_logo_bilille_complet_65be9bda8b.png",
            "updated_at": "2024-12-09T17:39:00.684038Z",
            "type": "Training course",
            "start_date": "2019-03-11",
            "end_date": "2019-03-11",
            "venue": "",
            "city": "Lille",
            "country": "",
            "geographical_range": "",
            "trainers": [],
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            "computingFacilities": [],
            "realisation_status": "past",
            "registration_opening": null,
            "registration_closing": "2019-03-04",
            "registration_status": "closed",
            "courseMode": "Onsite"
        },
        {
            "id": 511,
            "name": "New session of Molecular Phylogeny - Level 2",
            "shortName": "New session of Phylogénie moléculaire - Niveau 2",
            "description": "OBJECTIF\r\n- Être capable de tester des hypothèses et d'ajuster des modèles permettant de comprendre l'évolution à l'échelle moléculaire\r\n\r\nPRÉREQUIS\r\n- Avoir déjà utilisé les logiciels de base en phylogénie moléculaire\r\n- Maîtriser les notions de base en statistiques (tests statistiques, principe du bootstrap, intervalles de confiances, etc.) et de probabilités (probabilités jointes / conditionnelles, théorème de Bayes, etc.)\r\n- Maîtriser un langage de programmation\r\n- Notions de phylogénie moléculaire\r\nAvoir suivi le stage \"Phylogénie moléculaire - formation de base\" ou niveau équivalent \r\n\r\nPROGRAMME\r\n- Phylogénétique et génétique des populations\r\n- Détection de sélection positive au sein de séquences codantes\r\n- Datation moléculaire : intégrer fossiles et molécules\r\n- Phylogénomique\r\n- Super-arbres et super-matrices, réconciliations d'arbres\r\n- Visualisation de l'information en phylogénie\r\n- Placement phylogénétique\r\n- Bases d'épidémiologie (modèles en compartiments, ODE, applications, etc)\r\n- Simulations selon une variété de modèles épidémiologiques\r\n- Phylodynamique : combiner épidémiologie et évolution",
            "homepage": "https://cnrsformation.cnrs.fr/liste-stages-176-Bioinformatique.html",
            "is_draft": false,
            "costs": [
                "Priced",
                "1200 €"
            ],
            "topics": [],
            "keywords": [
                "Phylogeny",
                "Selection Detection",
                "Phylogenomics"
            ],
            "prerequisites": [],
            "openTo": "Everyone",
            "accessConditions": "",
            "maxParticipants": 12,
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                    "id": 7,
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            ],
            "logo_url": "http://www.atgc-montpellier.fr/pictures/ATGClogo.svg",
            "updated_at": "2023-10-05T12:36:32.255069Z",
            "type": "Training course",
            "start_date": "2023-10-04",
            "end_date": "2023-10-06",
            "venue": "",
            "city": "Montpellier",
            "country": "France",
            "geographical_range": "",
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            "registration_closing": null,
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        },
        {
            "id": 498,
            "name": "Utilisation du cluster - SLURM / Cluster usage - SLURM - 2022 Session 2",
            "shortName": "Cluster SLURM - 2022 Session 2",
            "description": "Objectifs\r\n- Disposer des concepts et de bonnes pratiques d’utilisation des ressources de calcul.\r\n- Être capable d’utiliser les ressources de calcul de la plateforme en toute autonomie.\r\nProgramme\r\n- Introduction : les équipements (calcul et stockage), espaces de travail, les outils et les données.\r\n- Calcul parallèle : concepts, ressources\r\n- Soumission de jobs (srun, sbatch)\r\n- Monitorer, vérifier, controler les jobs (squeue, scontrol, scancel, sacct).\r\n- Base de l’optimisation d’un job\r\n- Solutions de parallélisation des jobs : (--array)",
            "homepage": "https://abims.sb-roscoff.fr/training/courses",
            "is_draft": false,
            "costs": [
                "Free"
            ],
            "topics": [
                "http://edamontology.org/topic_3316"
            ],
            "keywords": [],
            "prerequisites": [
                "Linux - Basic Knowledge"
            ],
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                    "id": 65,
                    "name": "SBR - Roscoff Marine Station",
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            ],
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                    "id": 4,
                    "name": "ABiMS",
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            ],
            "logo_url": "https://abims.sb-roscoff.fr/sites/default/files/abims.png",
            "updated_at": "2023-05-17T09:55:11.578705Z",
            "type": "Training course",
            "start_date": "2022-11-23",
            "end_date": "2022-11-23",
            "venue": "Station Biologique de Roscoff",
            "city": "Roscoff",
            "country": "France",
            "geographical_range": "",
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            "registration_opening": "2022-10-07",
            "registration_closing": "2022-11-06",
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        },
        {
            "id": 745,
            "name": "Annotation and analysis of prokaryotic genomes using the MicroScope platform",
            "shortName": "MicroScope training - April 2026",
            "description": "In an effort to inform members of the research community about our annotation methods, to provide training for collaborators and other scientists who use the MicroScope platfom, and to inform scientific public on the analysis available in PkGDB (Prokaryotic Genome DataBase), we have developed a 4.5-day course in Microbial Genome Annotation and Comparative Analysis using the MaGe graphical interfaces.\r\n\r\nThis course will familiarize attendees with LABGeM’s annotation pipeline and the manual annotation software MaGe (Magnifying Genome) . No specific bioinformatics skill is required: detailed instruction on the algorithm developed in each annotation methods can be found in specific training courses on «Genomic sequences analysis». Here we focus on the general idea behind each method and, above all, the way you can interpret the corresponding results and combine them with other evidences in order to change or correct the current automatic functional annotation of a given gene, if necessary.\r\n\r\nThis course will also describe how to perform effective searches and analysis of procaryotic data using the graphical functionalities of the MaGe’s interfaces. Because of the numerous pre-computation available in our system (results of “common” annotation tools, synteny with all complete bacterial genomes, metabolic pathway reconstruction, fusion/fission events, genomic islands, …), many practical exercises allow attendees to get familiar with the use the MaGe graphical interfaces in order to efficiently explore these sets of results.",
            "homepage": "https://labgem.genoscope.cns.fr/professional-trainings/microscope-professional-trainings/training-annotation-analysis-of-prokaryotic-genomes-using-the-microscope-platform/",
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            ],
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            "updated_at": "2026-01-22T13:20:26.879727Z",
            "type": "Training course",
            "start_date": "2026-03-30",
            "end_date": "2026-04-03",
            "venue": "",
            "city": "Evry",
            "country": "",
            "geographical_range": "International",
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        },
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            "id": 280,
            "name": "Cycle « Analyse de données de séquençage à haut-débit » - Module 2/5 : Analyses de variants",
            "shortName": "",
            "description": "Bilille propose chaque année un cycle de formation d'introduction à l'analyse des données de séquençage à haut débit.\r\nCe cycle est composé de 5 modules, à la carte : \r\n- Module 1: Analyses ADN\r\n- Module 2: Analyses de variants\r\n- Module 3: Analyses RNA-seq, bioinformatique\r\n- Module 4: Analyses RNA-seq, biostatistique\r\n- Module 5: Métagénomique\r\nLes fiches descriptives sont accessibles sur le site de Bilille. Chaque module comprend des présentations générales et des séances pratiques sur ordinateur, avec Galaxy.\r\nLes objectifs du module 2 sont :\r\n- Comprendre les grands principes de la détection de variants\r\n- Réaliser les différentes étapes du post-traitement des données d’alignement à la détection de variants\r\n- Adapter l’analyse en fonction du type de données NGS générées\r\n- Comprendre la structure des données de variants\r\n- Savoir annoter des variants\r\n- Etre capable d’interpréter une liste de variants grâce aux outils libres disponibles",
            "homepage": "https://bilille.univ-lille.fr/training/training-offer",
            "is_draft": false,
            "costs": [
                "Free"
            ],
            "topics": [],
            "keywords": [
                "NGS Data Analysis",
                "Panels (amplicons, captures)",
                "Exomes",
                "Variant analysis",
                "Genomics (DNA-seq)",
                "NGS Sequencing Data Analysis"
            ],
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                "Galaxy - Basic usage"
            ],
            "openTo": "Internal personnel",
            "accessConditions": "- Etre familier avec la plate-forme web Galaxy (idéalement avoir suivi la formation bilille « Initiation à Galaxy »)\r\n- Avoir suivi le module 1/5 « Analyses ADN » de ce cycle ou toute autre formation permettant de justifier de connaissances sur les données de séquençage haut débit et leur alignement",
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