Business Analytics for Data-Driven Decision Making

开始时间: 04/22/2022 持续时间: 8 weeks

所在平台: EdxArchive 课程类别: 其他类别 大学或机构: BUx 授课老师： John W. Byers Chris Dellarocas Andrei Lapets

课程主页: https://www.edx.org/archive/business-analytics-data-driven-decision-bux-qd602x

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课程详情

Virtually all managerial and leadership positions in the digital economy increasingly rely on data-driven decision making. Recent studies have shown companies who adopt “Data-Driven Decision Management” achieve significant productivity gains over other firms.

Having a solid grasp of the end-to-end process of making effective decisions with data will give you an edge, both in performing such analyses yourself, as well as in effectively managing teams of business analysts and data scientists.

In this course, part of both the Digital Leadership and Digital Product Management MicroMasters programs, you will learn the tools and techniques to become a data-driven or “evidence-based” manager.

You will learn the process of reframing a business question as a data question, reasoning about what data might be of assistance and how to obtain it, integrating and cleaning the data, performing the analysis, deriving and communicating insights from the analysis, and building the managerial culture to operate in this way and create competitive advantages from enterprise data.

This course is unique in the sense that it aims squarely at the needs of a manager in an analytically focused enterprise by providing both a hands-on introduction to the concepts, methods and processes of business analytics as well as an introduction to the use of analytics as the basis for creating a competitive advantage.

课程大纲

• Key analytic technologies and techniques, e.g. predictive modeling and clustering, and how these can play a role in managerial decision making
• How to effectively manage the analytical processes and use the results of these processes as the basis for making informed, evidence-based decisions
• How companies can use analytics as the basis for creating value

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