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Keller Graduate School of Management supports students at every step in their educational journey
技术
- 分析与建模 - 预测分析
- 分析与建模 - 大数据分析
适用行业
- 教育
适用功能
- 人力资源
用例
- 质量预测分析
服务
- 数据科学服务
挑战
德锐大学凯勒管理研究生院面临着识别可能辍学或表现不佳的学生的挑战。由于该大学注重自主学习,因此很难尽早发现学习困难的学生并为他们提供必要的支持。该大学希望尽早干预,以防止此类学生越来越不专心并最终辍学。目标是通过更好地了解什么方法最适合特定学生来提供更加个性化的学习体验,从而优化学生关怀资源的使用并为学生提供卓越的体验。
关于客户
凯勒管理研究生院隶属于美国私立营利性大学德锐大学。该学院致力于为学生提供优质教育和卓越成果。它的目标是比其他任何大学都更了解学生、更好地为他们服务。该学院致力于通过更好地了解什么最适合特定学生来提供更加个性化的学习体验。这种方法旨在优化学生护理资源的使用,并为学生提供非凡的体验。
解决方案
凯勒管理研究生院决定使用 IBM Analytics 解决方案为每位学生建立 360 度档案。学校收集并整合了来自多个来源的信息,包括招生、课程、财务和净推荐值 (NPS) 调查的数据库。然后,这些综合数据用于创建每位学生的综合档案,该档案可供整个大学的用户进行分析,并显示在校园仪表板上,显示实时学生保留和表现数据。使用高级统计分析,学校能够识别出最有可能辍学或表现不佳的学生。有了这些见解,学校可以采取早期行动,帮助学生重新参与课程并重回正轨。
运营影响
数量效益
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Case Study
Revolutionizing Medical Training in India: GSL Smart Lab and the LAP Mentor
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Case Study
Implementing Robotic Surgery Training Simulator for Enhanced Surgical Proficiency
Fundacio Puigvert, a leading European medical center specializing in Urology, Nephrology, and Andrology, faced a significant challenge in training its surgical residents. The institution recognized the need for a more standardized and comprehensive training curriculum, particularly in the area of robotic surgery. The challenge was underscored by two independent studies showing that less than 5% of residents in Italian and German residency programs could perform major or complex procedures by the end of their residency. The institution sought to establish a virtual reality simulation lab that would include endourological, laparoscopic, and robotic platforms. However, they needed a simulator that could replicate both the hardware and software of the robotic Da Vinci console used in the operating room, without being connected to the actual physical console. They also required a system that could provide both basic and advanced simulation training, and a metrics system to assess the proficiency of the trainees before they performed surgical procedures in the operating theater.
Case Study
Edinburgh Napier University streamlines long-distance learning with Cisco WebEX
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Case Study
8x increased productivity with VKS
Before VKS, a teacher would spend a lot of time showing a group of 22 students how to build a set of stairs within a semester of 120 hours. Along with not leaving the teacher much time to provide one-on-one support for each student to properly learn carpentry, it also left a considerable amount of room for error. Key information would be misinterpreted or lost as the class was taught in the typical show-and-tell way.
Case Study
Scalable IoT Empowering GreenFlex's Sustainable Growth
GreenFlex, a company that supports sustainable development, decarbonization, and energy efficiency, faced several challenges in its quest to expand its business. The company needed to deploy a robust and sustainable IoT technology to support its growth. It was crucial for them to monitor and control devices at customer sites in a safe and reliable manner. They also needed to integrate devices across a range of communication protocols and gather and act on data to meet efficiency targets. GreenFlex had previously built IoT capabilities into its digital platform, GreenFlexIQ, to monitor and manage customer sites remotely. However, they soon realized that they needed a new platform to support their ambitions. They needed a platform that could scale to connect more devices for production management and make it easier for the operations team to manage devices in the field.