技术
- 功能应用 - 仓库管理系统 (WMS)
- 基础设施即服务 (IaaS) - 虚拟私有云
适用行业
- 教育
- 运输
适用功能
- 产品研发
- 仓库和库存管理
用例
- 拣选/分拣/定位
- 公共交通管理
服务
- 云规划/设计/实施服务
- 培训
关于客户
Code2College 是一家位于德克萨斯州奥斯汀的非营利组织,由一群志愿者于 2016 年创立。该组织的使命是让低收入和少数族裔学生接触科技行业,并为以前未开发的人才建立渠道。迄今为止,Code2College 已为 2,000 多名学生提供服务,为 250 多名学生提供技术实习机会,并帮助 250 多名校友进入大学。该组织使用 Salesforce 进行运营,使用 Canvas 作为学习管理工具。它还进行学生调查并将其存储在 Google 云端硬盘中。该组织的领导层很早就认识到数据将是其使命的核心,并且他们一直积极主动地寻找高效且具有成本效益的解决方案来管理和分析其数据。
挑战
Code2College 是一家旨在帮助少数族裔和低收入学生实现科技/STEM 职业的非营利组织,在管理和分析学生数据方面面临着挑战。该组织的数据,包括学生出勤率、成绩和教师的投入,保存在电子表格中或通过口碑收集。这种方法效率低下且耗时,特别是当需要有关学生表现的具体数据或学生群体的整体视图时。该组织使用 Salesforce 进行运营,使用 Canvas 作为学习管理工具。然而,从这些平台提取信息来回答单个问题需要一天的工作,考虑到数据团队规模较小,这是站不住脚的。该团队希望使用 Google 的 BigQuery 数据仓库工具集中数据,以简化检索并加快对学生需求的响应。然而,挑战在于如何将数据从 Salesforce 和 Canvas 等平台传输到 BigQuery。
解决方案
该解决方案以 Fivetran 的形式出现,这是 Code2College 实施的一种 ELT(提取、加载、转换)工具,用于高效地从 Salesforce、Canvas 和 Google Drive 传输数据。经过使用各种工具进行严格的反复试验后,该组织选择了 Fivetran。 Fivetran 因其易于设置、快速同步和良好建模的数据而脱颖而出。该工具现在可以定期、自动进行数据检索,从而保持数据的新鲜度和可操作性。它还大大加快了数据团队的响应时间,并为教职员工提供自助服务功能。此外,Fivetran 的免费计划还为该组织节省了成本。该工具在资源使用方面的效率对于非营利组织 Code2College 来说尤其有利。另一个显着优势是能够将学生的直接反馈转移到组织的数据仓库中,从而更快地分析学生的体验。
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