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Defining, Describing, and Visualizing Data · LearnSpace
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Defining, Describing, and Visualizing Data

Курс от University of Colorado Boulder
Начальный≈ 9.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

As leaders in your chosen field, you need to not only know how to ask the right questions but also answer them using data-based methods. Through this class, you will be able to get to the bottom of what you really want to know, describe the associated data related to that question, and visualize the information from that data to understand and explain the results. This course can be taken for academic credit as part of CU Boulder’s Master of Engineering in Engineering Management (ME-EM) degree offered on the Coursera platform. The ME-EM is designed to help engineers, scientists, and technical professionals move into leadership and management roles in the engineering and technical sectors. With performance-based admissions and no application process, the ME-EM is ideal for individuals with a broad range of undergraduate education and/or professional experience. Learn more about the ME-EM program at https://www.coursera.org/degrees/me-engineering-management-boulder.

Навыки, которые вы освоите

Probability DistributionStatistical Hypothesis TestingR (Software)Statistical VisualizationR ProgrammingProbability & StatisticsData AnalysisProbabilityDescriptive StatisticsStatistical SoftwareStatistical MethodsStatistical ProgrammingStatistical AnalysisPlot (Graphics)Data ManipulationData LiteracyStatisticsData VisualizationData-Driven Decision-MakingDescriptive Analytics

Программа курса

5 модулей · 68 учебных материалов

01Data and Measurement15 материалов

Introduction to Defining, Describing and Visualizing Data

Course Updates and Accessibility SupportЧтениеNon-Credit Students: Welcome and Where to Find HelpЧтениеWelcome to Defining, Describing and Visualizing DataВидеоCourse Materials LocationЧтение

Учитесь у экспертов

Wendy Martin

W. Edwards Deming Professor of Management

Defining, Describing, and Visualizing Data
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Обучение на Coursera

≈ 9.4 ч

5 модулей

Язык: Английский

Субтитры: Испанский

Часть программы вашего университета
Introduce Yourself!Обсуждение

Introduction to Data and Measurement

Introduction to Data and MeasurementВидео

Data and Measurement

Metrics, Data and StatisticsВидеоThe Difference Between Data and MeasurementВидеоMeasurement Scales: Nominal and OrdinalВидеоMeasurement Scales: Interval, Ratio and AbsoluteВидеоThe Big 5 Aspects of DataВидео

Sampling Concepts

Sampling ConceptsВидео

Discussion: Data and Measurement

Data and MeasurementОбсуждение

Assessment: Data and Measurement

Measurement Scales Practice AssessmentЗаданиеAssessment: Data and MeasurementЗадание
02Working with Data in RStudio and ROIStat10 материалов

Intro to Working with Data in RStudio and ROIStat

Introduction to Working with Data in RStudio and ROIStatВидео

Getting Started with R and RStudio

Installing R and RStudioВидеоInstalling PackagesВидеоCustomizing RStudioВидео

Importing Data

Importing DataВидео

Data Types, Structures and Useful Functions

Data Types and Structures, Useful FunctionsВидеоMore Useful Functions, Labels, Missing ValuesВидео

Installing and Using ROIStat

Installing and Using ROIStatВидео

Discussion: Working with Data in RStudio and ROIStat

Working with RStudio and ROIStatОбсуждение

Assessment: Working with Data in RStudio and ROIStat

Working with Data in RStudio and ROIStatЗадание
03Describing and Visualizing Data15 материалов

Introduction to Decribing Data Graphically and Numerically (To Be Completed)

Introduction to Describing DataВидео

Displaying Data Through Time

Create a Run ChartВидео

Histograms and Density Plots

Create an Ungrouped HistogramВидеоCreate a Grouped HistogramВидеоInterpret Histograms and Create Density PlotsВидео

Box and Whisker Plots

Box and Whisker PlotsВидео

Scatterplots

ScatterplotsВидео

Measures of Central Tendency

Measures of Central Tendency: The MeanВидеоMeasures of Central Tendency: The Median and ModeВидео

Measures of Dispersion

The Range, Standard Deviation, and VarianceВидео

Measures of Shape

Skewness and KurtosisВидео

Measures of Relationship

Correlation and AssociationВидео

Discussion: Describing Data Graphically and Numerically

Describing Data GraphicallyОбсуждение Describing Data NumericallyОбсуждение

Assessment: Describing Data Graphically and Numerically

Describing Data Graphically and NumericallyЗадание
04Determining Probabilities10 материалов

Intro to Determining Probabilities

Introduction to Determining ProbabilitiesВидео

Probability Concepts

Basic ProbabilityВидеоMutually vs Non-Mutually Exclusive EventsВидеоIndependent vs Dependent EventsВидеоConditional ProbabilityВидеоProbability Practice ProblemВидео

Probability Distributions

Probability Distributions Part 1ВидеоProbability Distributions Part 2Видео

Discussion: Determining Probabilities

Determining ProbabilitiesОбсуждение

Assessment: Determining Probabilities

Determining ProbabilitiesЗадание
05Making Decisions with Discrete and Continuous Probability Distributions18 материалов

Introduction to Making Decisions with Probability Distributions

Introduction to Making Decisions with Probability DistributionsВидео

Discrete Probability Distributions

The Binomial DistributionВидеоThe Poisson DistributionВидеоPoisson Distribution TestВидеоPoisson Distribution ConsiderationsВидеоDiscrete Probability Practice ProblemsВидео

Continuous Probability Distributions

The Normal Distribution Part 1ВидеоThe Normal Distribution Part 2ВидеоTesting for NormalityВидеоActual vs PredictedВидеоThe Exponential Distribution Part 1ВидеоThe Exponential Distribution Part 2Видео

Discussion: Making Decisions with Discrete and Continuous Probability Distributions

Making Decisions with Discrete and Continuous Probability DistributionsОбсуждение

Assessment: Making Decisions with Probability Distributions

Making Decisions with Discrete Probability DistributionsЗаданиеMaking Decisions with Continuous Probability DistributionsЗадание
Testing for ExponentialityВидео
Normal Distribution Practice ProblemsВидео
Exponential Distribution Practice ProblemsВидео