This course provides an analytical framework to help you evaluate key problems in a structured fashion and will equip you with tools to better manage the uncertainties that pervade and complicate business processes. Specifically, you will be introduced to statistics and how to summarize data and learn concepts of frequency, normal distribution, statistical studies, sampling, and confidence intervals.
このコースはManagerial Economics and Business Analysis の専門講座に属します。
Exploring and Producing Data for Business Decision Making
Managerial Economics and Business Analysis の専門講座イリノイ大学アーバナ・シャンペーン校（University of Illinois at Urbana-Champaign）
このコースについて
225,538 最近の表示
受講生の就業成果
50%
コースが具体的なキャリアアップにつながった
50%
昇給や昇進につながった
習得するスキル
Data AnalysisMicrosoft ExcelStatistical AnalysisNormal Distribution
受講生の就業成果
50%
コースが具体的なキャリアアップにつながった
50%
昇給や昇進につながった
共有できる証明書
修了時に証明書を取得
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23時間で修了
英語
字幕：英語, 韓国語, アラビア語
シラバス - 本コースの学習内容
2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.
2時間で修了
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
ePub10 分
About the Discussion Forums4 分
Glossary5 分
Using Excel for this Course10 分
Updating Your Profile10 分
1の練習問題
Orientation Quiz30 分
5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.
5時間で修了
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 Quiz30 分
Lesson 1-2 Practice Quiz30 分
Lesson 1-3 Practice Quiz30 分
Lesson 1-4 Practice Quiz30 分
Lesson 1-5 Practice Quiz30 分
Module 1 Quiz30 分
7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.
7時間で修了
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 Quiz30 分
Lesson 2-2 Practice Quiz30 分
Lesson 2-3 Practice Quiz30 分
Lesson 2-4 Practice Quiz30 分
Lesson 2-5 Practice Quiz30 分
Lesson 2-6 Practice Quiz30 分
Module 2 Quiz30 分
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.
5時間で修了
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 Quiz30 分
Lesson 3-2 Practice Quiz30 分
Lesson 3-3 Practice Quiz30 分
Lesson 3-4 Practice Quiz30 分
Module 3 Quiz30 分
5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.
5時間で修了
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 Quiz30 分
Lesson 4-2 Practice Quiz30 分
Lesson 4-3 Practice Quiz30 分
Lesson 4-4 Practice Quiz30 分
Module 4 Quiz30 分
レビュー
4.8
EXPLORING AND PRODUCING DATA FOR BUSINESS DECISION MAKING からの人気レビュー
DAによりMay 14, 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!
RDによりJun 1, 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
EWによりApr 18, 2019
This professor does an exceptional job of breaking down complex concepts and calculations without diluting the material. The statistical examples are highly relevant and interesting.
AOによりAug 8, 2019
The videos were very explicit and I could practically assimilate the teachings. This also has helped in my career and the skills acquired are been applied appropriately.
RSによりApr 20, 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.
ZOによりApr 22, 2017
I gained useful insight on data analysis from this course that directly applies to work that I am doing on assessing the accuracy of a new measurement method.
ZSによりMay 22, 2017
Excellent production and highly effective teaching! Anyone who deal with number-based business decision making should take this course. Thanks!
AMによりOct 22, 2017
Both courses about statistics are great. A lot of useful information and professor gives very detailed explanations with useful examples.
JFによりApr 3, 2019
I really enjoyed the course. The professor explained the topics very clearly and made a difficult topic very interesting and compelling.
APによりSep 18, 2017
A well-planned course for beginners in Decision Support Systems, I would recommend this course to my peers and students !\n\nThanks
MによりFeb 8, 2020
The course was very helpful Fataneh Taghaboni-Dutta has an excellent understanding of the course and explained it well thank you!
CSによりMay 14, 2019
Great lectures and great examples and everything in this course worked correctly, unlike in other Coursera courses I have taken.
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 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.
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