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Exploring and Producing Data for Business Decision Making · LearnSpace
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Exploring and Producing Data for Business Decision Making

Курс от University of Illinois Urbana-Champaign
Начальный≈ 23.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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 learn how to summarize data and learn concepts of frequency, normal distribution, statistical studies, sampling, and confidence intervals. While you will be introduced to some of the science of what is being taught, the focus will be on applying the methodologies. This will be accomplished through the use of Excel and data sets from different disciplines, allowing you to see the use of statistics in a range of settings. The course will focus not only on explaining these concepts, but also understanding and interpreting the results obtained. You will be able to: • Summarize large data sets in graphical, tabular, and numerical forms • Understand the significance of proper sampling and why one can rely on sample information • Understand why normal distribution can be used in a wide range of settings • Use sample information to make inferences about the population with a certain level of confidence about the accuracy of the estimations • Use Excel for statistical analysis This course is part of Gies College of Business’ suite of online programs, including the iMBA and iMSM. Learn more about admission into these programs and explore how your Coursera work can be leveraged if accepted into a degree program at https://degrees.giesbusiness.illinois.edu/idegrees/.

Навыки, которые вы освоите

Data CollectionDescriptive StatisticsStatistical InferenceSampling (Statistics)Probability DistributionStatistical AnalysisStatisticsData AnalysisDecision MakingData VisualizationMicrosoft ExcelDescriptive AnalyticsProbability & StatisticsData-Driven Decision-MakingStatistical MethodsBusiness AnalyticsEstimationQuantitative ResearchData PresentationStatistical Reporting

Программа курса

4 модулей · 94 учебных материалов

01Course Orientation and Module 1: Introduction and Summarizing Data32 материалов

About the Course

Welcome to Exploring and Producing Data for Business Decision Making!ВидеоSyllabusЧтениеePubЧтениеAbout the Discussion ForumsЧтение

Учитесь у экспертов

Fataneh Taghaboni-Dutta, Ph.D., PMP, CSM, CSPO

Clinical Professor of Business Administration

Exploring and Producing Data for Business Decision Making
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 23.2 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Ория, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
GlossaryЧтение
Orientation QuizЗадание
Online Education at Gies College of BusinessЧтение
Learn on Your TermsВидео
Demographic SurveyPLUGIN

About Excel

Using Excel for this CourseЧтениеExcel Data Analysis ToolpakВидео

About Your Classmates

Updating Your ProfileЧтениеGetting to Know Your ClassmatesОбсуждение

Module 1 Information

Module 1 OverviewЧтениеModule 1 ReadingsЧтение

Lesson 1-1: Introduction to Business Statistics

1-1.1. Basic TerminologyВидеоLesson 1-1 Practice QuizЗадание

Lesson 1-2: Descriptive Statistics: Frequency Tables

1-2.1. Summarizing Data: Frequency TablesВидео1-2.2. Frequency Tables in Excel: Quantitative DataВидео1-2.3. Frequency Tables in Excel: Qualitative DataВидео1-2.4. Presenting Frequency Tables as a Bar Graph in ExcelВидеоLesson 1-2 Practice QuizЗадание

Lesson 1-3: Descriptive Statistics: Histograms

1-3.1. Summarizing Data: HistogramsВидео1-3.2. Histograms in ExcelВидеоLesson 1-3 Practice QuizЗадание

Lesson 1-4: Descriptive Statistics: Pie Charts

1-4.1. Summarizing Data: Pie ChartsВидео1-4.2. Pie Charts in ExcelВидеоLesson 1-4 Practice QuizЗадание

Lesson 1-5: Descriptive Statistics: Scatter Plots

1-5.1. Summarizing Data: Scatter PlotsВидео1-5.2. Scatter Plots in ExcelВидеоLesson 1-5 Practice QuizЗадание

Module 1 Graded Activities

Module 1 QuizЗадание
02Module 2: Descriptive Statistics and Probability Distributions25 материалов

Module 2 Information

Module 2 OverviewЧтениеModule 2 ReadingsЧтение

Lesson 2-1: Measures of Central Tendencies

2-1.1. Measures of Central TendenciesВидео2-1.2. Mean and Median in ExcelВидеоLesson 2-1 Practice QuizЗадание

Lesson 2-2: Measures of Dispersion

2-2.1. Measures of DispersionВидео2-2.2. Standard Deviation in ExcelВидеоLesson 2-2 Practice QuizЗадание

Lesson 2-3: Percentiles and Z-Score

2-3.1. Percentiles and Z-ScoreВидео2-3.2. Z-Score in ExcelВидеоLesson 2-3 Practice QuizЗадание

Lesson 2-4: Discrete and Continuous Random Variables

2-4.1. Discrete and Continuous Random VariablesВидео2-4.2. Expected Value in ExcelВидеоLesson 2-4 Practice QuizЗадание

Lesson 2-5: Normal Distribution

2-5.1. Normal DistributionВидео2-5.2. Normal Distribution in ExcelВидео2-5.3. Standard Normal Distribution in ExcelВидео2-5.4. "Less Than" in ExcelВидео2-5.5. "Greater Than" in ExcelВидео2-5.6. "Between Values" in ExcelВидео

Lesson 2-6: Standard Normal Distribution Table

2-6.1. Standard Normal Distribution TableВидеоLesson 2-6 Practice QuizЗадание

Module 2 Graded Activities

Module 2 QuizЗадание
03Module 3: Sampling and Central Limit Theorem15 материалов

Module 3 Information

Module 3 OverviewЧтениеModule 3 ReadingsЧтение

Lesson 3-1: Producing Data

3-1.1. Producing DataВидеоLesson 3-1 Practice QuizЗадание

Lesson 3-2: Sampling

3-2.1. SamplingВидео3-2.2 Sampling Function in ExcelВидеоLesson 3-2 Practice QuizЗадание

Lesson 3-3: Central Limit Theorem and Sampling Means

3-3.1. Central Limit Theorem and Sampling MeansВидео3-3.2. Animating the Central Limit TheoremВидео3-3.3. Sampling Distribution and Empirical Rule in ExcelВидеоLesson 3-3 Practice QuizЗадание

Lesson 3-4: Central Limit Theorem – Sampling Population

3-4.1. Central Limit Theorem – Sampling ProportionВидеоLesson 3-4 Practice QuizЗадание

Module 3 Graded Activities

Module 3 QuizЗаданиеExploring and Producing Data Graded QuizЗадание
04Module 4: Inference22 материалов

Module 4 Information

Module 4 OverviewЧтениеModule 4 ReadingsЧтение

Lesson 4-1: Confidence Interval Basics

4-1.1. Confidence Interval BasicsВидеоLesson 4-1 Practice QuizЗадание

Lesson 4-2: Confidence Interval for Means

4-2.1. Confidence Interval for MeansВидео4-2.2. Confidence Interval for Mean in ExcelВидео4-2.3. Impact of Confidence Level Illustrated in ExcelВидеоLesson 4-2 Practice QuizЗадание

Lesson 4-3: Confidence Interval for Population Proportion

4-3.1. Confidence Interval for Population ProportionВидео4-3.2. Confidence Interval for Population Proportion in ExcelВидео4-3.3. Confidence Interval Animation in ExcelВидео4-3.4. Starting Salary Example in ExcelВидеоLesson 4-3 Practice QuizЗадание

Lesson 4-4: Sample Size

4-4.1. Sample SizeВидео4-4.2. Sample Size Proportion in ExcelВидео4-4.3. Sample Size Mean in ExcelВидео4-4.4. Sample Size Effect in ExcelВидеоLesson 4-4 Practice QuizЗадание

Module 4 Graded Activities

Module 4 QuizЗаданиеCongratulations on completing the course!ЧтениеGet Your Course CertificateЧтениеHow was the course?PLUGIN
2-5.7. Finding Z for a Given Probability (INV) in ExcelВидео
Lesson 2-5 Practice QuizЗадание