RStudio for Six Sigma - Basic Descriptive Statistics

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In this Guided Project, you will:

Import a real life dataset into RStudio, do some basic checks of the data frame, calculate statistics for centrality and spread.

Perform statistical sampling, plot histogram, boxplot, pareto chart, generate synthetic data according to a given statistical distribution.

And determine the fitness of a given dataset to a particular distribution.

1 hour
Beginner
No download needed
Split-screen video
English
Desktop only

Welcome to RStudio for Six Sigma - Basic Description Statistics. This is a project-based course which should take approximately 2 hours to finish. Before diving into the project, please take a look at the course objectives and structure. By the end of this project, you will learn to perform Basic Descriptive Analysis (Six Sigma) tasks hands-on using RStudio. Both R language and RStudio tools are Open Source and can be used for most Six Sigma analysis tasks without needing commercial software.

Skills you will develop

  • Data Science

  • R Programming

  • Six Sigma

  • Rstudio

  • Statistics

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Load dataset into RStudio and analyse the data frame.

  2. Analyse the Centering and the Spread of given data.

  3. Perform statistical sampling, calculate the Standard Error and Confidence Intervals.

  4. Understand and plot histogram, boxplots, pareto chart.

  5. Understand several statistical distributions and generate synthetic data to fit a given distribution and parameters.

  6. Perform tests and fit data into statistical distributions

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

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Frequently asked questions

By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.

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At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.

Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.

You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.

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