Collaborative Research: RET Site: Data Sciences and Data Fluency in Scientific Data Sets (DATA3)

DATA 3体验是蒙特克莱尔州立大学（MSU）和新泽西理工学院之间的合作伙伴关系，是一个新的RET网站，专注于应用数据科学，人工智能和软件工程研究的主题。该网站将支持初中，高中，社区学院教育工作者从橙子学区和帕塞克县社区学院的研究经验，探索这些主题通过访问地球立方体数据能力组资源。该网站还将支持密歇根州立大学红鹰CS实验室的教学经验，为英语学习者（可能不是英语作为第一语言的学生）提供计算思维夏令营体验。此外，该网站将扩大这些专业的教育经验，以更大的密歇根州立大学网络教育更新，已经建立的教育网络在密歇根州立大学服务超过3000名教师在北方新泽西，达到260,000名学生。该网站将结束一个会议，讨论计算机科学教育在北方新泽西，在那里K-12，社区学院和大学教师可以满足和讨论所面临的紧迫问题CS教育在新泽西。 MSU和NJIT通过EarthCube数据能力小组的合作将为计算机科学教育的教师创建资源，帮助他们探索该领域令人兴奋的主题。该计划将帮助教师探索“深度学习”的概念，这是一种用于尝试模仿人类学习的人工智能技术。该网站旨在进一步建立K-14计算机科学学术界和MSU/NJIT计算机科学学术界之间的沟通和合作。该网站将与橙子学区和帕塞伊克县社区学院的合作伙伴一起，在中学、高中和社区大学级别的在职计算机科学教师中进行科学数据集的机器学习研究，特别是来自EarthCube研究项目的太阳天气数据集。通过与红鹰实验室（Red Hawk Lab）的合作，这些经验也将指导他们将这些经验提炼成他们班级的学习单元。红鹰实验室是一个针对英语学习者的计算思维训练营。该奖项反映了NSF的法定使命，并通过使用基金会的智力价值和更广泛的影响审查标准进行评估，被认为值得支持。

The DATA3 experience, a partnership between Montclair State University (MSU) and New Jersey Institute of Technology, is a new RET site focused on topics of applied data science, artificial intelligence, and software engineering research. The site will support middle school, high school, and community college educators from the Orange School District and Passaic County Community College in research experiences to explore these topics through access to the EarthCube Data Capabilities Group resources. The site will also support a pedagogical experience at MSU’s Red Hawk CS Lab, a summer camp experience in computational thinking for English learners (students who may not have English as their first language). In addition, the site will expand these professional education experiences to the larger MSU Network for Education Renewal, an already established education network at MSU servicing over 3000 teachers in northern New Jersey that reaches 260,000 students. The site will conclude with a conference to discuss Computer Science Education in Northern New Jersey, where K-12, Community Colleges and University Faculty can meet and discuss the pressing issues facing CS Education in New Jersey. A collaboration between MSU and NJIT through the EarthCube Data Capabilities Group will create resources for teachers in computer science education to help them explore exciting topics in the field. This program will help teachers explore the concepts of “Deep Learning”, an artificial intelligence technique used to try to mimic human learning. The site aims to further establish communication and collaboration between the K-14 computer science academic community and the MSU/NJIT computer science academic community. The site will engage in-service computer science teachers at the middle school, high school and community college level, with committed partners Orange School District and Passaic County Community College, in research in machine learning in scientific data sets, specifically solar weather data sets from the EarthCube research project. The experience will also guide them in distilling this experience into learning units for their classes through working with the Red Hawk Lab – a computational thinking camp for English learners.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.