|
所在平台: Coursera |
课程主页: https://www.coursera.org/learn/analytics-data-decisions
课程评论：没有评论
课程名称：应用分析与决策数据 课程概述：本课程旨在帮助学习者识别和测试改善绩效的最佳解决方案，并整合运营卓越方法论的概念，以实现数据驱动的决策。课程开始时，重点在于通过各种工具分析问题的根本原因，然后确定和评估最适合的解决方案。学习者将学习如何应用ISO、精益生产和六西格玛方法，以实现组织运营数据和绩效标准的一致性。课程通过餐饮、制造业和电子商务案例研究，帮助学员提升数据素养，同时确保隐私和数据伦理措施到位。 课程材料包括在线讲座、视频、演示、项目作业、阅读和讨论。本课程非常适合希望发展数据驱动思维的个人，以洞察有助于改善公司业绩的信息。如学员在阅读报告、收集和使用数据以及解读可视化方面具备一定基础，将更有帮助。本课程是数据驱动决策（DDDM）专业化课程的第三门课程。 课程大纲： 1. **应用分析实施解决方案**：本模块指导学习者识别变异的根本原因，并测试可能的解决方案。 2. **数据驱动的运营卓越**：本模块帮助学习者将组织的运营数据与绩效标准对齐，以实现运营卓越。 3. **应用数据驱动决策**：本模块提供数据驱动决策的实际案例，并探讨企业文化与这些倡议成功之间的关系。 4. **项目：应用分析与决策数据**：本模块为学习者提供将理论与实践相结合的机会，应用本课程的知识解决实际商业问题。 如需了解更多关于该专业化课程的信息，请查看视频概述链接：https://www.youtube.com/watch?v=Oi4mmeSWcVc&list=PLQvThJe-IglyYljMrdqwfsDzk56ncfoLx&index=11。
Name:Applying Analytics to Implement Solutions
Description:This module guides learners through identifying the root causes for variation, and testing possible solutions.
Name:Data-Driven Operational Excellence
Description:This module prepares you to align an organization’s operations data to its performance standards to achieve operational excellence.
Name:Applying Data-Driven Decisions
Description:This module offers case examples of data-driven decision making in practice, and discusses how corporate culture relates to the success of such initiatives.
Name:Project: Applied Analytics and Data for Decision Making
Description:This module provides an opportunity to bridge theory and practice. Learners apply knowledge from this course to solve a business problem.
By the end of this course, learners are prepared to identify and test the best solutions for improving performance and integrating concepts from operational excellence methodologies for optimum data-driven decision making. The course begins with a focus on deciphering the root cause of problems through a variety of tools before determining and assessing best-fit solutions. Learners discover how to apply ISO, Lean and Six Sigma in the pursuit of aligning organizational operations data with performance standards. Hospitality, manufacturing and e-commerce case studies help illustrate how to build data literacy while ensuring privacy and data ethics measures are in place. Material features online lectures, videos, demos, project work, readings and discussions. This course is ideal for individuals keen on developing a data-driven mindset that derives powerful insights useful for improving a company’s bottom line. It is helpful if learners have some familiarity with reading reports, gathering and using data, and interpreting visualizations. It is the third course in the Data-Driven Decision Making (DDDM) specialization. To learn more about the specialization, check out a video overview at https://www.youtube.com/watch?v=Oi4mmeSWcVc&list=PLQvThJe-IglyYljMrdqwfsDzk56ncfoLx&index=11.
