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所在平台: Coursera专项课程 课程类别: 商业与管理学 大学或机构: CourseraNew |
课程主页: https://www.coursera.org/specializations/business-statistics-analysis
课程评论：没有评论
课程名称：商业统计和分析专业知识 课程概述：商业统计和分析专业知识旨在帮助学生掌握商业数据分析的基本工具和技术。通过学习，学生将掌握重要的电子表格功能，建立描述性业务数据衡量指标，提升数据建模能力。同时，课程还将介绍基本的概率概念，包括不确定性的测量和建模，运用各种数据分布及线性回归模型进行商业决策分析。课程的最后部分为Capstone项目，学生将运用所学技能解决实际商业问题。 课程要求：所有学员需使用Windows版Microsoft Excel 2010或更高版本来完成课程作业。 课程大纲： 1. **Excel数据分析入门**：由莱斯大学提供，教授Excel在行业中的广泛应用及其作为强大数据分析工具的能力。 [课程链接](https://www.coursera.org/learn/excel-data-analysis) 2. **基本数据描述符、统计分布及其在商业决策中的应用**：由莱斯大学提供，强调理解和应用商业统计的重要性。 [课程链接](https://www.coursera.org/learn/descriptive-statistics-statistical-distributions-business-application) 3. **假设检验和置信区间在商业中的应用**：由莱斯大学提供，讲解置信区间和假设检验的关键工具。 [课程链接](https://www.coursera.org/learn/hypothesis-testing-confidence-intervals) 4. **线性回归与商业统计**：由莱斯大学提供，回归分析是行业中最重要的商业统计工具之一。 [课程链接](https://www.coursera.org/learn/linear-regression-business-statistics) 5. **商业统计与分析Capstone项目**：由莱斯大学提供，为学生提供一个应用各种技能的实践机会。 [课程链接](https://www.coursera.org/learn/business-statistics-analysis-capstone) 学习这个专业知识将为您在商业统计和数据分析领域打下坚实的基础。
Course Link: https://www.coursera.org/learn/excel-data-analysis
Name:Introduction to Data Analysis Using Excel
Description:Offered by Rice University. The use of Excel is widespread in the industry. It is a very powerful data analysis tool and almost all big and ... Enroll for free.
Course Link: https://www.coursera.org/learn/descriptive-statistics-statistical-distributions-business-application
Name:Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions
Description:Offered by Rice University. The ability to understand and apply Business Statistics is becoming increasingly important in the industry. A ... Enroll for free.
Course Link: https://www.coursera.org/learn/hypothesis-testing-confidence-intervals
Name:Business Applications of Hypothesis Testing and Confidence Interval Estimation
Description:Offered by Rice University. Confidence intervals and Hypothesis tests are very important tools in the Business Statistics toolbox. A mastery ... Enroll for free.
Course Link: https://www.coursera.org/learn/linear-regression-business-statistics
Name:Linear Regression for Business Statistics
Description:Offered by Rice University. Regression Analysis is perhaps the single most important Business Statistics tool used in the industry. ... Enroll for free.
Course Link: https://www.coursera.org/learn/business-statistics-analysis-capstone
Name:Business Statistics and Analysis Capstone
Description:Offered by Rice University. The Business Statistics and Analysis Capstone is an opportunity to apply various skills developed across the ... Enroll for free.
The Business Statistics and Analysis Specialization is designed to equip you with a basic understanding of business data analysis tools and techniques. You’ll master essential spreadsheet functions, build descriptive business data measures, and develop your aptitude for data modeling. You’ll also explore basic probability concepts, including measuring and modeling uncertainty, and you’ll use various data distributions, along with the Linear Regression Model, to analyze and inform business decisions. The Specialization culminates with a Capstone Project in which you’ll apply the skills and knowledge you’ve gained to an actual business problem. To successfully complete all course assignments, students must have access to a Windows version of Microsoft Excel 2010 or later. To see an overview video for this Specialization, click here!
商业统计和分析专业知识：商业统计和分析专业知识旨在使您对商业数据分析工具和技术有基本的了解。您将掌握基本的电子表格功能，建立描述性的业务数据衡量指标，并发展自己的数据建模能力。您还将探索基本的概率概念，包括测量和建模不确定性，并使用各种数据分布以及线性回归模型来分析和制定业务决策。该专业化以Capstone项目达到高潮，在该项目中，您将获得的技能和知识应用于实际的业务问题。 要成功完成所有课程作业，学生必须有权访问Windows版本的Microsoft Excel 2010或更高版本。 要观看此专业化的概述视频，请单击此处！
