課程信息
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第 5 門課程(共 7 門)

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初級

完成時間大約為22 小時

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

英語(English)

字幕:英語(English), 阿拉伯語(Arabic)

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Data AnalysisMicrosoft ExcelStatistical AnalysisNormal Distribution

第 5 門課程(共 7 門)

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

根據您的日程表重置截止日期。

初級

完成時間大約為22 小時

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

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
完成時間為 1 小時

Course Orientation

2 個視頻 (總計 7 分鐘), 5 個閱讀材料, 1 個測驗
5 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
1 個練習
Orientation Quiz10分鐘
完成時間為 3 小時

Module 1: Introduction and Summarizing Data

11 個視頻 (總計 63 分鐘), 2 個閱讀材料, 6 個測驗
11 個視頻
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
2 個閱讀材料
Module 1 Overview3分鐘
Module 1 Readings45分鐘
6 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
完成時間為 4 小時

Module 2: Descriptive Statistics and Probability Distributions

16 個視頻 (總計 107 分鐘), 2 個閱讀材料, 7 個測驗
16 個視頻
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
2 個閱讀材料
Module 2 Overview3分鐘
Module 2 Readings1 小時 15 分
7 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
完成時間為 5 小時

Module 3: Sampling and Central Limit Theorem

7 個視頻 (總計 63 分鐘), 2 個閱讀材料, 6 個測驗
7 個視頻
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
2 個閱讀材料
Module 3 Overview3分鐘
Module 3 Readings30分鐘
5 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
完成時間為 3 小時

Module 4: Inference

12 個視頻 (總計 97 分鐘), 2 個閱讀材料, 5 個測驗
12 個視頻
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
2 個閱讀材料
Module 4 Overview3分鐘
Module 4 Readings20分鐘
5 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
78 個審閱Chevron Right

50%

通過此課程獲得實實在在的工作福利

50%

加薪或升職

來自Exploring and Producing Data for Business Decision Making的熱門評論

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 RDJun 2nd 2019

Very useful for beginners as well as anyone interested in learning some basics. Highly recommended for managers and people trying to figure out what insights can be obtained form data

講師

Avatar

Fataneh Taghaboni-Dutta

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

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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