NNLM Center for Data Science and Delivery of Data Services

美国国家数据科学中心 摘要 当研究人员缺乏处理有效数据的知识和技能时，科学进步就会受到阻碍 管理、可重复的研究实践和有意义的数据共享。越来越多的图书馆员 正在为数据管理和数据科学的最佳实践提供支持，但仍有巨大的 整个图书馆界尚未开发的潜力。美国国家医学图书馆网络(NNLM) 数据科学和数据服务交付中心(NCDS)将协调国家努力，提供 培训和资源，以提高图书馆员的能力，以支持国家图书馆的两个 医学的战略目标：1)通过提供数据驱动的工具，加速发现并促进健康 研究，以及2)为数据驱动的研究和健康建立一支队伍。非传染性疾病团队带来了广泛的 这项事业的数据技能，以及成功开发机构数据的经验 支持和开发资源，培训和指导国家一级的图书馆员。非传染性疾病 将与NNLM的区域医学图书馆、办公室和中心(ROC)合作，DRAW 基于与国家数据组织的广泛联系，以增加外联和合作伙伴 编程，并组建一个拥有临床信息学、生物信息学、 社区参与、机器学习、数据伦理和开放科学，以征求对我们工作的反馈 并保持对当前广泛的数据问题的认识。非传染性疾病将与国家 评估中心(NEC)要更好地了解我们所服务社区的需求，请确保 培训、资源和支持的设计和交付方式能够满足这些需求、产生 关于最佳实践的信息，并评估计划目标的实现情况。拟议中的教育 计划将强调对现有内容的仔细管理，而不是为了建立 资源，如用于自我指导学习的在线数据路线图和课程资源库 资源。NCDS还将重点支持知识应用和整合，提供 提供培训，帮助将知识付诸实践，并进行编码培训，然后 巩固知识的密码秀。其他方案将包括一系列非会议，以支持 社区建设和资源开发。我们将开发一个管道计划来提供数据 目前面向图书情报学和社区大学生的图书馆实习 在行业中的代表性不足。NCD将利用多个渠道进行通信， 包括网站、博客和社交媒体，以及与中华民国和外部合作伙伴的合作 用于外联的组织。非传染性疾病将使用协调的、数据驱动的创新方法，以建立 在卫生信息专业人员中提供数据服务的能力，并通过这种方式促进 高效和可重复的研究，促进更大的合作。

National Center for Data Science Abstract Scientific progress is impeded when researchers lack the knowledge and skills to engage in effective data management, reproducible research practices, and meaningful data sharing. A growing number of librarians are providing support for best practices in data management and data science, but there is still tremendous untapped potential across the library community. The Network of the National Library of Medicine (NNLM) Center for Data Science and Delivery of Data Services (NCDS) will coordinate national efforts to provide training and resources to increase capacity among librarians to support two of the National Library of Medicine’s strategic goals: 1) accelerate discovery and advance health by providing the tools for data-driven research, and 2) build a workforce for data-driven research and health. The NCDS team brings a broad set of data skills to this undertaking, as well as experience in successful development of institutional data support and in developing resources for, training, and mentoring librarians on the national level. The NCDS will work collaboratively with the NNLM’s Regional Medical Libraries, Offices and Centers (ROCs), draw upon extensive connections with national data organizations to increase outreach and partner on programming, and assemble an external advisory board with expertise in clinical informatics, bioinformatics, community engagement, machine learning, data ethics, and open science to solicit feedback on our efforts and to maintain awareness of a breadth of current data issues. The NCDS will partner with the National Evaluation Center (NEC) to better understand the needs of the communities we are serving, ensure that training, resources, and support are designed and delivered in ways that meet those needs, generate information on best practices, and evaluate the achievement of the program aims. The proposed education programs will emphasize careful curation of existing content over “reinventing the wheel” in order to build resources such as an online Data Roadmap for self-directed learning and a repository of curricular resources. The NCDS will also focus on support for knowledge application and consolidation, offering courses with coaching to assist in bringing knowledge into practice and training in coding followed by codeathons to consolidate knowledge. Other programming will include a series of unconferences to support community building and development of resources. We will develop a pipeline program to provide data librarianship internships to Library and Information Science and college students from communities currently underrepresented in the profession. The NCDS will take advantage of multiple channels to communicate, including website, blogs, and social media, as well as collaborating with the ROCs and external partner organizations for outreach. The NCDS will use a coordinated, data-driven, innovative approach, to build capacity for providing data services among health information professionals, and in this way facilitate efficient and reproducible research and promote greater collaboration.