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Data Analysis for Business

Data Analysis for Business

本课程是 Data & Finance for the future 专项课程的一部分

位教师：Fabiana Cherubim Bortoleto

包含在中

了解更多

5个模块

深入了解一个主题并学习基础知识。

29 条评论

中级等级

需要一些相关经验

2 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

5个模块

深入了解一个主题并学习基础知识。

29 条评论

中级等级

需要一些相关经验

2 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

您将获得的技能

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

20 项作业

授课语言：英语（English）

91% of learners achieved a positive career outcome

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Data & Finance for the future 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有5个模块

The Data Science in Business course equips participants with the tools and techniques to leverage data for informed decision-making in the corporate world. Covering data analysis, and data-driven strategies, this course empowers individuals to extract valuable insights, enhance business processes, and drive strategic initiatives through data-driven approaches. Combining theoretical foundations with hands-on applications, learners will be well-prepared to navigate the intersection of data science and business analytics.

单元详情

This week, you’ll learn the impact of data analysis and its elements on business. Also, the diferences of variables, measurement scales and types of data analysis.

涵盖的内容

5个视频5篇阅读材料4个作业1个讨论话题

5个视频总计24分钟

Information, Database and Statistics7分钟
Types of Variable and Measurement Scales5分钟
Types and Sources of Data5分钟
Types of Data Analysis3分钟
Example in Excel of a Database Construction5分钟

5篇阅读材料总计127分钟

My Bio2分钟
Syllabus10分钟
Week 1 - Slide deck45分钟
Introduction30分钟
Data, data analysis, and descriptive statistics40分钟

4个作业总计45分钟

Information, database and statistic10分钟
Types of data10分钟
Data Analysis15分钟
Types of variables10分钟

1个讨论话题总计10分钟

Why being data-driven is so important?10分钟

This week, you’ll learn how to tell something through data. Managing data in graphs and tables, and the principals pitfalls about data visualization.

涵盖的内容

7个视频2篇阅读材料4个作业1个讨论话题

7个视频总计62分钟

Tables7分钟
Charts for Categorical Variables4分钟
Charts for Numerical Variables - Part 12分钟
Charts for Numerical Variables - Part 22分钟
Other Types of Chart and the Pitfalls of DCOVA7分钟
Excel Example5分钟
Recording of Data Analysis for Business Live Session on 22-03-17 20:07:20 [21:09]35分钟

2篇阅读材料总计135分钟

Week 2 - Slide deck45分钟
Week 2 reading: Data Visualization 90分钟

4个作业总计45分钟

Pitfalls of DCOVA15分钟
Tables10分钟
Chart10分钟
Numerical Charts10分钟

1个讨论话题总计10分钟

What is a good data visualization?10分钟

This week, you’ll learn how to deal with data and how to describe data in terms of some parameters: the differences between dispersion and central tendcy measures.

涵盖的内容

8个视频2篇阅读材料4个作业1个讨论话题

8个视频总计30分钟

Measures of Central Tendency5分钟
Measures of Variation and Shape5分钟
Skewness and Kurtosis2分钟
Quartiles and Percentiles3分钟
Boxplot1分钟
Population and Sample3分钟
Covariance and Correlation3分钟
Excel Example7分钟

2篇阅读材料总计120分钟

Week 3 - Slide deck45分钟
Week 3 reading: Descriptive Measures75分钟

4个作业总计55分钟

Boxplot15分钟
Population and sample15分钟
Central Tendency15分钟
Shape10分钟

1个讨论话题总计10分钟

Sampling10分钟

In this week you will see some probability principles which are linked with datasets and data visualization. Also, statistical principles which are applied in data analysis.

涵盖的内容

7个视频5篇阅读材料4个作业1个讨论话题

7个视频总计85分钟

Probability Basics for Inferential Statistics9分钟
Main probability distributions: uniform, binomial, Poisson, normal, and exponential11分钟
Sampling and Confidence Interval5分钟
Confidence Interval for the Mean10分钟
Hypothesis Testing Fundamentals5分钟
T and Z Test for the Mean19分钟
Recording of Data Analysis for Business Live Session on 22-03-31 20:01:35 [04:00]25分钟

5篇阅读材料总计225分钟

Week 4 - Slide deck45分钟
Probability Concepts and their analysis30分钟
Probability fundamentals - part 230分钟
Sampling and Confidence Interval90分钟
Hypothesis testing30分钟

4个作业总计55分钟

Confidence Interval10分钟
Hypothesis testing20分钟
Probability15分钟
Probability10分钟

1个讨论话题总计10分钟

Predictive vs. Analytics10分钟

In this week you will see topics in linear regressions. Regression analysis is used to investigate the relationship between two or more variables. Often used in predicting some characteristic using one or more independent variables .

涵盖的内容

8个视频2篇阅读材料4个作业1个讨论话题

8个视频总计45分钟

Linear Models and Regressions8分钟
Measures of Variation and Coefficient of Determination4分钟
Regression Assumptions4分钟
Point and Interval Estimates5分钟
Multiple Regression Model4分钟
Evaluating Multiple Regression Models6分钟
Excel example5分钟
Qualitative Variables in Multiple Regressions8分钟

2篇阅读材料总计120分钟

Week 5 - Slide deck45分钟
Week 5 reading: Linear Models and Regression Analysis75分钟

4个作业总计40分钟

Causation and correlation10分钟
OLS - Ordinary Least Squares10分钟
Multiple Regression10分钟
Dummies10分钟

1个讨论话题总计10分钟

How linear models could predict real life?10分钟

获得职业证书

将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。

位教师

授课教师评分

(11个评价)

Fabiana Cherubim Bortoleto

Fundação Instituto de Administração

1 门课程1,463 名学生

提供方

Fundação Instituto de Administração

Data Analysis for Business

Data Analysis for Business

您将获得的技能

要了解的详细信息

了解顶级公司的员工如何掌握热门技能

积累特定领域的专业知识

该课程共有5个模块

Introduction to Data Analysis

涵盖的内容

Organizing and Visualizing Data​

涵盖的内容

Descriptive measures: univariate and bivariate​

涵盖的内容

Statistical Inference​

涵盖的内容

Regression Analysis​

涵盖的内容

获得职业证书

位教师

提供方

从 Business Essentials 浏览更多内容

Analyze Business Data Using Statistics Foundations

Introduction to Data Analytics for Business

Business Analytics

Apply Business & Data Analytics for Smarter Decisions

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常见问题

When will I have access to the lectures and assignments?

What will I get if I subscribe to this Specialization?

Is financial aid available?

更多问题

Organizing and Visualizing Data

Descriptive measures: univariate and bivariate

Statistical Inference

Regression Analysis