Handles creating, reading and updating training events.

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            "description": "With the rise in high-throughput sequencing technologies, the volume of omics data has grown exponentially in recent times and a major issue is to mine useful knowledge from these data which are also heterogeneous in nature. Machine learning (ML) is a discipline in which computers perform automated learning without being programmed explicitly and assist humans to make sense of large and complex data sets. The analysis of complex high-volume data is not trivial and classical tools cannot be used to explore their full potential. Machine learning can thus be very useful in mining large omics datasets to uncover new insights that can advance the field of bioinformatics.\r\n\r\nThis 2-day course will introduce participants to the machine learning taxonomy and the applications of common machine learning algorithms to omics data. The course will cover the common methods being used to analyse different omics data sets by providing a practical context through the use of basic but widely used R libraries. The course will comprise a number of hands-on exercises and challenges where the participants will acquire a first understanding of the standard ML processes, as well as the practical skills in applying them on familiar problems and publicly available real-world data sets.",
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            "description": "Les UE de bioinformatique de la spécialité AMD sont ouvertes aux doctorants de l'école doctorale SVSAE dans le cadre de leur formation doctorale. 3 UE sont particulièrement suivies : UE « Programmation en perl », UE « Bioistatistiques et programmation sous R » et UE « Génomique et bioinformatique ». Les formations continues proposées dans le domaine de la bioinformatique sont également ouvertes aux étudiants de l'Ecole Doctorale, et permettent de valider un module de biologie. Forme 2 à 3 doctorants par an.\n \n",
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            "description": "Objectives :\n    Knowing the principles and advantages of the Linux system\n    Knowing how to use the main bash commands\n    Knowing how to launch programs with arguments\n    Acquiring autonomy to perform bioinformatics analysis on the command line.\n",
            "homepage": "http://www.pf-bird.univ-nantes.fr/training/",
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                "Computing Environments"
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            "name": "Pipelines et méthodes bioinformatiques pour l'analyse de données de séquençage (NGS)",
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            "description": "Bilille propose des formations en partenariat avec CNRS Formation Entreprises à destination des chercheur-euse-s, enseignant-e-s-chercheur-euse-s, ingénieur-e-s, technicien-ne-s en biologie et médecine. \r\n\r\nObjectifs :\r\n- Comprendre les principes des méthodes d'analyse de données de séquençage à haut débit (NGS)\r\n- Comprendre les paramètres des méthodes et leur impact sur les résultats\r\n- Apprendre à identifier les outils d'analyse en fonction du jeu de données\r\n- Être autonome pour analyser des données dans un gestionnaire de workflow comme Galaxy\r\n- Savoir manipuler les fichiers de lecture de séquençage : extraction, préparation, filtrage / nettoyage\r\n- Savoir évaluer la qualité des données de séquençage\r\n- Savoir analyser des données de séquençage de génomes (avec ou sans génome de référence) et prendre du recul sur le protocole expérimental\r\n- Savoir analyser des données de RNA-seq (avec ou sans génome de référence) et prendre du recul sur le protocole expérimental",
            "homepage": "https://cnrsformation.cnrs.fr/pipelines-et-methodes-bioinformatiques-pour-analyse-de-donnees-de-sequencage",
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        },
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            "id": 335,
            "name": "FAIR_bioinfo_@_AuBi",
            "shortName": "FAIR_bioinfo",
            "description": "Introduction aux bonnes pratiques en bio-informatique afin de pérenniser son travail de recherche.\r\n\r\nCette formation permet de découvrir les bonnes pratiques dans le cadre d’un travail nécessitant des approches programmatiques (statistiques, programmation d’outils, analyses de données biologiques). Elle s’inscrit aussi dans l’aspect science-ouverte afin de rendre plus facilement disponible et pérenne le travail bio-informatique. Après une introduction aux pratiques FAIR axées notamment sur les notions de reproductibilité et de répétabilité du code, plusieurs approches seront abordées: les bonnes pratiques de partage et gestion des versions des outils utilisés ; la gestion des environnements de travail (conda, docker, singularity) ; découverte du gestionnaire de workflow Snakemake : et enfin la documentation du code avec Rmarkdown et Jupyter.",
            "homepage": "https://mesocentre.uca.fr/actualites/pratiques-fair-en-bioinformatique-pour-des-analyses-reproductibles",
            "is_draft": false,
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            ],
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                "http://edamontology.org/topic_0769",
                "http://edamontology.org/topic_3307",
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                "Methodology",
                "Programming Languages & Computer Sciences",
                "Cloud",
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                "Docker",
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            ],
            "prerequisites": [
                "Linux - Basic Knowledge"
            ],
            "openTo": "Everyone",
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                    "id": 94,
                    "name": "Université Clermont Auvergne",
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        {
            "id": 332,
            "name": "SHORT-READ ALIGNMENT AND SMALL SIZE VARIANTS CALLING",
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            "description": "This training session, organized jointly with the Sigenae platform, is designed to introduce NGS data, in particular Illumina Solexa technologies with command line. You will discover the new sequence formats, the assembly formats and the known biases of these technologies. You will use mapping on reference genome software, polymorphisms detection with the GATK pipeline and alignment visualization software.\r\n\r\nThis training is focused on the practice. It consists of modules with a large variety of exercises:\r\n\r\nDay 1 (09:00 am to 12:30 am): Fastq format / Sequence quality. Read mapping.\r\nDay 1 (14:00 pm to 17:00 pm): SAM format. Visualisation.\r\nDay 2 (09:00 am to 17:00 am): Variant calling. VCF format. Variant annotation (SNPeff / SNPsift).\r\n \r\nThe session will take place in the room ‘salle de formation’ at INRAE center of Toulouse-Auzeville.\r\n\r\nPrerequisites: ability to use a Unix environment (see Unix training) and Cluster (see Cluster training).\r\n \r\nTool box: FastQC, BWA, Samtools, Picard tools, GATK, SnpSift / SnpEff, IGV.",
            "homepage": "https://bioinfo.genotoul.fr/index.php/events/alignment-and-small-size-variants-calling/",
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                "Academic but non-INRAE: 170 € + 20% taxes (TVA)",
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            ],
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