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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/address-business-issues-with-data-science
课程评论：没有评论
课程名称：利用数据科学解决商业问题 课程概述：本课程旨在帮助商业专业人士学习如何判断一个商业问题是否适合进行数据科学项目，并掌握数据科学的应用流程。参加此课程的学员通常具有商业背景，并对基本的数据科学概念有一定的了解，包括数据类型、数据科学角色、数据科学生命周期，以及数据科学的优势和挑战。 课程大纲： 1. **启动数据科学项目** 描述：在深入探讨数据科学的技术细节之前，您需要了解数据科学在更大商业背景中的适用性。在实际工作中，您将运用所学技能来实现一个或多个商业目标，因此在整个项目过程中牢记这些目标至关重要。在本模块中，您将开始开发一个能够实现这些目标的数据科学项目。 2. **制定数据科学问题** 描述：在对项目目标和设计原则有更深入的理解后，您可以开始考虑如何运用数据科学的力量来解决项目问题。在本模块中，您将把自己的工作构建为对数据驱动问题的潜在解决方案。 3. **应用所学知识** 描述：您将进行一个项目，运用本课程中所学的知识应对实际场景。 此课程适合希望通过数据科学优化商业决策的专业人士，帮助他们在数据驱动的环境中更有效地工作。
Name:Initiate a Data Science Project
Description:Before you dive into the technical details of data science, you need to understand how data science fits within a larger business context. On the job, you'll be applying your skills to achieve one or more business goals, so it's important to keep those goals in mind all throughout the project. In this first module, you'll begin developing a data science project that can achieve these goals.
Name:Formulate a Data Science Problem
Description:Now that you have a greater understanding of the project's goals and design principles, you can start thinking about how to approach the project using the power of data science. In this module, you'll contextualize your work as a potential solution to a data-driven problem.
Name:Apply What You've Learned
Description:You'll work on a project in which you'll apply your knowledge of the material in this course to practical scenarios.
This course is designed for business professionals that want to learn how to determine if a business issue is appropriate for a data science project and apply the data science process. The typical student in this course will have experience in a business setting and a high-level understanding of fundamental data science concepts, including, but not limited to: types of data, data science roles, the overall data science lifecycle, and the benefits and challenges of data science.
