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Data Analysis for Managerial Decision-Making · LearnSpace
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Data Analysis for Managerial Decision-Making

Курс от Rice University
Начальный≈ 18.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course will equip students with the quantitative skills needed to begin any Masters of Business Administration program. The goal is not to build foundational skills or expert mastery but rather, to provide some middle ground to “shake the rust off” skills that a typical MBA student probably knows, but may not have thought about for quite some time. The course provides a quick refresher on top level math and statistics concepts that will be used throughout the MBA curriculum at any school. All of the concepts will be reinforced with practical real-world examples. All calculations, formulas, and data analysis will be performed in Excel, with many detailed demonstrations. For those unfamiliar or less comfortable with spreadsheets, the course will also prepare students with a basic facility for using spreadsheets to solve quantitative business problems. This course has no prerequisites and is intended for any audience.

Навыки, которые вы освоите

Microsoft ExcelDescriptive StatisticsExcel FormulasAlgebraProbability DistributionProbability & StatisticsProbabilityArithmeticBusiness MathematicsData VisualizationMathematical Theory & AnalysisStatistical VisualizationStatistical MethodsCase StudiesStatisticsSpreadsheet SoftwareData-Driven Decision-MakingBayesian StatisticsBox PlotsPlot (Graphics)

Программа курса

5 модулей · 99 учебных материалов

01Welcome to the Course7 материалов
About the SpecializationВидеоMeet the ProfessorВидеоAbout this CourseВидеоGeneral Keys to Success in an Online CourseЧтение

Учитесь у экспертов

James Weston

Harmon Whittington Professor of Finance

Data Analysis for Managerial Decision-Making
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≈ 18.9 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Итальянский, Бразильский португальский, Вьетнамский, Корейский, Немецкий, Пушту, Испанский, Дари, Японский

Часть программы вашего университета
Discussion Forum GuidelinesЧтение
Introduce YourselfОбсуждение
Accessibility and Accommodations StatementЧтение
02Week 1: Getting Started with Basic Math23 материалов
Weekly with Weston... and RountreeВидеоLast Time I used a Log, it was for Kindlin'ОбсуждениеNegative NumbersВидеоKnowledge Check: Negative NumbersЗаданиеOrder of OperationsВидеоKnowledge Check: Order of OperationsЗаданиеExponents and RootsВидеоKnowledge Check: Exponents and RootsЗаданиеLogarithms - BasicsВидеоKnowledge Check: Basics of LogarithmsЗаданиеLogarithms - Properties and ExamplesВидеоKnowledge Check: Properties of LogarithmsЗаданиеThe Natural LogВидеоKnowledge Check: Natural LogarithmsЗаданиеIntroduction to FunctionsВидеоKnowledge Check: FunctionsЗаданиеQuadratic FunctionsВидеоKnowledge Check: Quadratic FunctionЗаданиеMore Complicated Functions and PropertiesВидеоKnowledge Check: Functions and PropertiesЗаданиеFunctions of Many VariablesВидеоKnowledge Check: Functions of Many VariablesЗадание

Weekly Quiz

Week 1 QuizЗадание
03Week 2: A Little More Math and Getting Started with Data22 материалов
Weekly with Weston... and RountreeВидеоWhat's so Standard About Deviations Anyway?ОбсуждениеChanges in Growth RatesВидеоKnowledge Check: Changes and Growth RatesЗаданиеSystems of EquationsВидеоSystems of Equations - ExampleВидеоKnowledge Check: Systems of Equations ЗаданиеBreakeven AnalysisВидеоSeries and LimitsВидеоKnowledge Check: Series and LimitsЗаданиеDescribing and Using Data OverviewВидеоMeasures of Central TendencyВидеоKnowledge Check: Measures of Central TendencyЗаданиеMeasures of Spread and DispersionВидеоKnowledge Check: Measures of Spread & DispersionЗаданиеLooking for Data - Whisker ChartsВидеоKnowledge Check: Whisker ChartsЗаданиеScatterplots and RelationshipsВидеоKnowledge Check: Scatterplots and RelationshipsЗаданиеMaking Histograms in ExcelВидеоKnowledge Check: Histograms in ExcelЗадание

Weekly Quiz

Week 2 QuizЗадание
04Week 3: Getting Started with Basic Statistics31 материалов
Weekly with Weston... and RountreeВидеоWhat's all the Hype with Machine Learning?ОбсуждениеBasic Probability PostulatesВидеоKnowledge Check: Probability PostulatesЗаданиеConditional ProbabilityВидеоKnowledge Check: Conditional ProbabilityЗаданиеDistribution as a BenchmarkВидеоDistribution as a Benchmark - ExampleВидеоKnowledge Check: Distribution as a BenchmarkЗаданиеThe Normal DistributionВидеоKnowledge Check: The Normal DistributionЗаданиеThe Normal Distribution - ExamplesВидеоKnowledge Check: The Normal Distribution ExamplesЗаданиеConfidence Interval and Margin of ErrorВидеоKnowledge Check: Confidence Interval and Margin of ErrorЗаданиеConfidence Interval and Margin of Error - ExampleВидеоHypothesis TestsВидеоKnowledge Check: Hypothesis TestsЗаданиеStatistical SignificanceВидеоKnowledge Check: Statistical SignificanceЗаданиеDemystifying Data AnalyticsВидеоKnowledge Check: Demystifying Data AnalyticsЗаданиеDemystifying Data Analytics (Advanced)ВидеоKnowledge Check: Demystifying Data Analytics (Advanced)ЗаданиеClassification ModelsВидеоKnowledge Check: Classification ModelsЗаданиеConjoint AnalysisВидеоKnowledge Check: Conjoint AnalysisЗаданиеAI and Machine LearningВидеоKnowledge Check: AI and Machine LearningЗадание

Weekly Quiz

Week 3 QuizЗадание
05Week 4: Putting it all Together with Some Practical Examples16 материалов
Weekly with Weston... and RountreeВидеоNothin to it, but to do itОбсуждениеAbout This SectionЧтениеCase Study 1 - Plane Ups and DownsЧтениеPlane Ups and Downs SolutionВидеоCase Study 2 - Rountree He-Haw BBQЧтениеRountree He-Haw BBQ - SolutionВидеоCase Study 3 - SquareTree CorpЧтениеSquareTree Corp - SolutionВидеоCase Study 4 - Uncle DaveЧтениеUncle Dave - SolutionВидеоCase Study 5 - Houston FoodmartЧтениеHouston Foodmart - SolutionВидеоCase Study 6 - Mr. KeithЧтениеMr. Keith - SolutionВидео

Final Exam

FinalЗадание