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100%オンライン

自分のスケジュールですぐに学習を始めてください。

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初級レベル

約22時間で修了

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

英語

字幕:英語, アラビア語

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Data AnalysisMicrosoft ExcelStatistical AnalysisNormal Distribution

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

初級レベル

約22時間で修了

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

英語

字幕:英語, アラビア語

シラバス - 本コースの学習内容

1
1時間で修了

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.

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2件のビデオ (合計7分), 6 readings, 1 quiz
2件のビデオ
Excel Data Analysis Toolpak1 分
6件の学習用教材
Syllabus10 分
About the Discussion Forums4 分
Glossary5 分
Using Excel for this Course10 分
Updating Your Profile10 分
Social Media4 分
1の練習問題
Orientation Quiz10 分
3時間で修了

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.

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11件のビデオ (合計63分), 2 readings, 6 quizzes
11件のビデオ
1-2.1. Summarizing Data: Frequency Tables7 分
1-2.2. Frequency Tables in Excel: Quantitative Data6 分
1-2.3. Frequency Tables in Excel: Qualitative Data6 分
1-2.4. Presenting Frequency Tables as a Bar Graph in Excel2 分
1-3.1. Summarizing Data: Histograms5 分
1-3.2. Histograms in Excel7 分
1-4.1. Summarizing Data: Pie Charts4 分
1-4.2. Pie Charts in Excel5 分
1-5.1. Summarizing Data: Scatter Plots4 分
1-5.2. Scatter Plots in Excel4 分
2件の学習用教材
Module 1 Overview3 分
Module 1 Readings45 分
6の練習問題
Lesson 1-1 Practice Quiz6 分
Lesson 1-2 Practice Quiz10 分
Lesson 1-3 Practice Quiz8 分
Lesson 1-4 Practice Quiz8 分
Lesson 1-5 Practice Quiz8 分
Module 1 Quiz38 分
2
4時間で修了

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.

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16件のビデオ (合計107分), 2 readings, 7 quizzes
16件のビデオ
2-1.2. Mean and Median in Excel3 分
2-2.1. Measures of Dispersion9 分
2-2.2. Standard Deviation in Excel2 分
2-3.1. Percentiles and Z-Score13 分
2-3.2. Z-Score in Excel5 分
2-4.1. Discrete and Continuous Random Variables11 分
2-4.2. Expected Value in Excel6 分
2-5.1. Normal Distribution10 分
2-5.2. Normal Distribution in Excel5 分
2-5.3. Standard Normal Distribution in Excel4 分
2-5.4. "Less Than" in Excel1 分
2-5.5. "Greater Than" in Excel1 分
2-5.6. "Between Values" in Excel1 分
2-5.7. Finding Z for a Given Probability (INV) in Excel3 分
2-6.1. Standard Normal Distribution Table14 分
2件の学習用教材
Module 2 Overview3 分
Module 2 Readings1 時間 15 分
7の練習問題
Lesson 2-1 Practice Quiz6 分
Lesson 2-2 Practice Quiz8 分
Lesson 2-3 Practice Quiz6 分
Lesson 2-4 Practice Quiz6 分
Lesson 2-5 Practice Quiz6 分
Lesson 2-6 Practice Quiz6 分
Module 2 Quiz30 分
3
5時間で修了

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.

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7件のビデオ (合計63分), 2 readings, 6 quizzes
7件のビデオ
3-2.1. Sampling14 分
3-2.2 Sampling Function in Excel6 分
3-3.1. Central Limit Theorem and Sampling Means9 分
3-3.2. Animating the Central Limit Theorem6 分
3-3.3. Sampling Distribution and Empirical Rule in Excel11 分
3-4.1. Central Limit Theorem – Sampling Proportion5 分
2件の学習用教材
Module 3 Overview3 分
Module 3 Readings30 分
5の練習問題
Lesson 3-1 Practice Quiz8 分
Lesson 3-2 Practice Quiz8 分
Lesson 3-3 Practice Quiz6 分
Lesson 3-4 Practice Quiz6 分
Module 3 Quiz44 分
4
3時間で修了

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.

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12件のビデオ (合計97分), 2 readings, 5 quizzes
12件のビデオ
4-2.1. Confidence Interval for Means9 分
4-2.2. Confidence Interval for Mean in Excel8 分
4-2.3. Impact of Confidence Level Illustrated in Excel4 分
4-3.1. Confidence Interval for Population Proportion10 分
4-3.2. Confidence Interval for Population Proportion in Excel8 分
4-3.3. Confidence Interval Animation in Excel5 分
4-3.4. Starting Salary Example in Excel7 分
4-4.1. Sample Size9 分
4-4.2. Sample Size Proportion in Excel3 分
4-4.3. Sample Size Mean in Excel7 分
4-4.4. Sample Size Effect in Excel5 分
2件の学習用教材
Module 4 Overview3 分
Module 4 Readings20 分
5の練習問題
Lesson 4-1 Practice Quiz6 分
Lesson 4-2 Practice Quiz6 分
Lesson 4-3 Practice Quiz6 分
Lesson 4-4 Practice Quiz8 分
Module 4 Quiz20 分
4.8
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人気のレビュー

by 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!

by 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

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Fataneh Taghaboni-Dutta

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

修士号の取得を目指しましょう

この コース は イリノイ大学アーバナ・シャンペーン校(University of Illinois at Urbana-Champaign) の100%オンラインの Master of Business Administration (iMBA) の一部です。 プログラムのすべてで認定されれば、それらのコースが学位学習に加算されます。

イリノイ大学アーバナ・シャンペーン校(University of Illinois at Urbana-Champaign)について

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. ...

Managerial Economics and Business Analysis の専門講座について

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....
Managerial Economics and Business Analysis

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