課程信息
4.8
238 個評分
55 個審閱
專項課程

第 5 門課程(共 7 門)

100% 在線

100% 在線

立即開始,按照自己的計劃學習。
可靈活調整截止日期

可靈活調整截止日期

根據您的日程表重置截止日期。
初級

初級

完成時間(小時)

完成時間大約為21 小時

建議:4 weeks of study, 4-6 hours/week...
可選語言

英語(English)

字幕:英語(English), 阿拉伯語(Arabic)

您將獲得的技能

Data AnalysisMicrosoft ExcelStatistical AnalysisNormal Distribution
專項課程

第 5 門課程(共 7 門)

100% 在線

100% 在線

立即開始,按照自己的計劃學習。
可靈活調整截止日期

可靈活調整截止日期

根據您的日程表重置截止日期。
初級

初級

完成時間(小時)

完成時間大約為21 小時

建議:4 weeks of study, 4-6 hours/week...
可選語言

英語(English)

字幕:英語(English), 阿拉伯語(Arabic)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間(小時)
完成時間為 1 小時

Course Orientation

You will become familiar with the course, your classmates, and our learning environment. The orientation will also help you obtain the technical skills required for the course....
Reading
2 個視頻 (總計 7 分鐘), 6 個閱讀材料, 1 個測驗
Video2 個視頻
Excel Data Analysis Toolpak1分鐘
Reading6 個閱讀材料
Syllabus10分鐘
About the Discussion Forums4分鐘
Glossary5分鐘
Using Excel for this Course10分鐘
Updating Your Profile10分鐘
Social Media4分鐘
Quiz1 個練習
Orientation Quiz10分鐘
完成時間(小時)
完成時間為 3 小時

Module 1: Introduction and Summarizing Data

Data is all around you, but what is the data telling you? The first step in making better decisions and taking action is to get a good understanding of information you have gathered. In this module we will learn about some of the tools in statistics that help us achieve this....
Reading
11 個視頻 (總計 63 分鐘), 2 個閱讀材料, 6 個測驗
Video11 個視頻
1-2.1. Summarizing Data: Frequency Tables7分鐘
1-2.2. Frequency Tables in Excel: Quantitative Data6分鐘
1-2.3. Frequency Tables in Excel: Qualitative Data6分鐘
1-2.4. Presenting Frequency Tables as a Bar Graph in Excel2分鐘
1-3.1. Summarizing Data: Histograms5分鐘
1-3.2. Histograms in Excel7分鐘
1-4.1. Summarizing Data: Pie Charts4分鐘
1-4.2. Pie Charts in Excel5分鐘
1-5.1. Summarizing Data: Scatter Plots4分鐘
1-5.2. Scatter Plots in Excel4分鐘
Reading2 個閱讀材料
Module 1 Overview3分鐘
Module 1 Readings45分鐘
Quiz6 個練習
Lesson 1-1 Practice Quiz6分鐘
Lesson 1-2 Practice Quiz10分鐘
Lesson 1-3 Practice Quiz8分鐘
Lesson 1-4 Practice Quiz8分鐘
Lesson 1-5 Practice Quiz8分鐘
Module 1 Quiz38分鐘
2
完成時間(小時)
完成時間為 4 小時

Module 2: Descriptive Statistics and Probability Distributions

We all have heard the phrase that a "picture is worth a thousand words," but you certainly don’t want one of those to be "what exactly am I looking at?" So, now that you know to use "pictures" to summarize your data, let’s make those pictures easier to understand....
Reading
16 個視頻 (總計 107 分鐘), 2 個閱讀材料, 7 個測驗
Video16 個視頻
2-1.2. Mean and Median in Excel3分鐘
2-2.1. Measures of Dispersion9分鐘
2-2.2. Standard Deviation in Excel2分鐘
2-3.1. Percentiles and Z-Score13分鐘
2-3.2. Z-Score in Excel5分鐘
2-4.1. Discrete and Continuous Random Variables11分鐘
2-4.2. Expected Value in Excel6分鐘
2-5.1. Normal Distribution10分鐘
2-5.2. Normal Distribution in Excel5分鐘
2-5.3. Standard Normal Distribution in Excel4分鐘
2-5.4. "Less Than" in Excel1分鐘
2-5.5. "Greater Than" in Excel1分鐘
2-5.6. "Between Values" in Excel1分鐘
2-5.7. Finding Z for a Given Probability (INV) in Excel3分鐘
2-6.1. Standard Normal Distribution Table14分鐘
Reading2 個閱讀材料
Module 2 Overview3分鐘
Module 2 Readings15分鐘
Quiz7 個練習
Lesson 2-1 Practice Quiz6分鐘
Lesson 2-2 Practice Quiz8分鐘
Lesson 2-3 Practice Quiz6分鐘
Lesson 2-4 Practice Quiz6分鐘
Lesson 2-5 Practice Quiz6分鐘
Lesson 2-6 Practice Quiz6分鐘
Module 2 Quiz30分鐘
3
完成時間(小時)
完成時間為 5 小時

Module 3: Sampling and Central Limit Theorem

You are charged with analyzing a market segment for your company. You and your team have figured out what variables you need to understand; you also have an idea what factors might be influencing these variables of interest. Now you are ready to do your analysis. But, wait! Where is the data? How do you begin to get the data? In this module we will review the means by which you can begin to produce data – the concepts of sampling and Central Limit Theorem – and will help you understand how to produce "good" sample data and why sample data will work....
Reading
7 個視頻 (總計 63 分鐘), 2 個閱讀材料, 6 個測驗
Video7 個視頻
3-2.1. Sampling14分鐘
3-2.2 Sampling Function in Excel6分鐘
3-3.1. Central Limit Theorem and Sampling Means9分鐘
3-3.2. Animating the Central Limit Theorem6分鐘
3-3.3. Sampling Distribution and Empirical Rule in Excel11分鐘
3-4.1. Central Limit Theorem – Sampling Proportion5分鐘
Reading2 個閱讀材料
Module 3 Overview3分鐘
Module 3 Readings30分鐘
Quiz5 個練習
Lesson 3-1 Practice Quiz8分鐘
Lesson 3-2 Practice Quiz8分鐘
Lesson 3-3 Practice Quiz6分鐘
Lesson 3-4 Practice Quiz6分鐘
Module 3 Quiz44分鐘
4
完成時間(小時)
完成時間為 3 小時

Module 4: Inference

You have sample data and have done the analysis – you think you can say something about the population based on your sample study. But, do you have a sense of what are the chances of you being right or wrong? How can you be surer? What else should you have considered? In this module, you will learn how to find the answers to these questions....
Reading
12 個視頻 (總計 97 分鐘), 2 個閱讀材料, 5 個測驗
Video12 個視頻
4-2.1. Confidence Interval for Means9分鐘
4-2.2. Confidence Interval for Mean in Excel8分鐘
4-2.3. Impact of Confidence Level Illustrated in Excel4分鐘
4-3.1. Confidence Interval for Population Proportion10分鐘
4-3.2. Confidence Interval for Population Proportion in Excel8分鐘
4-3.3. Confidence Interval Animation in Excel5分鐘
4-3.4. Starting Salary Example in Excel7分鐘
4-4.1. Sample Size9分鐘
4-4.2. Sample Size Proportion in Excel3分鐘
4-4.3. Sample Size Mean in Excel7分鐘
4-4.4. Sample Size Effect in Excel5分鐘
Reading2 個閱讀材料
Module 4 Overview3分鐘
Module 4 Readings20分鐘
Quiz5 個練習
Lesson 4-1 Practice Quiz6分鐘
Lesson 4-2 Practice Quiz6分鐘
Lesson 4-3 Practice Quiz6分鐘
Lesson 4-4 Practice Quiz8分鐘
Module 4 Quiz20分鐘
4.8
55 個審閱Chevron Right
工作福利

50%

通過此課程獲得實實在在的工作福利
職業晉升

50%

加薪或升職

熱門審閱

創建者 DAMay 15th 2018

The separation of the concepts and Excel skills made the lessons very easy to navigate. Although I knew the concepts from a previous statistics course, the Excel skills made everything feel like new!

創建者 RSApr 21st 2018

In my opinion, this is a good course. The content really aims at teaching how to better understand and use statistics. In the end, I am glad that I chose this course.

講師

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Fataneh Taghaboni-Dutta

Clinical Professor of Business Administration
University of Illinois, Urbana-Champaign College of Business Department of Business Administration
Graduation Cap

立即開始攻讀碩士學位

此 課程 隸屬於 伊利诺伊大学香槟分校 提供的 100% 在線 Master of Business Administration (iMBA)。如果您被錄取參加全部課程,您的課程將計入您的學位學習進程。

關於 伊利诺伊大学香槟分校

The University of Illinois at Urbana-Champaign is a world leader in research, teaching and public engagement, distinguished by the breadth of its programs, broad academic excellence, and internationally renowned faculty and alumni. Illinois serves the world by creating knowledge, preparing students for lives of impact, and finding solutions to critical societal needs. ...

關於 管理经济学和商业分析 專項課程

In order to effectively manage and operate a business, managers and leaders need to understand the market characteristics and economic environment they operate in. In this Specialization, you will build a solid understanding of the operation of markets and the macro-economic environment with real-world examples. You will be able to identify firm and country-level economic factors that impact business decisions, develop an analytical framework using statistical tools, and apply economic theory and data in the analysis of business environment and trends to make effective business decisions. The capstone project involves an in-depth analysis of an actual business situation in which you will examine the global economic environment of a business. The final project will be a business plan that uses statistical tools and economic theory to create a comprehensive analysis of the microeconomic and macroeconomic environment in which the focal company operates. This Specialization is part of the University of Illinois Masters of Business Administration degree program, the iMBA. Learn more about the admission into the program here and how your Coursera work can be leveraged if accepted into the program. You can also start with for-credit courses within the Illinois iMBA degree program....
管理经济学和商业分析

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