Coursera Project Network
RStudio for Six Sigma - Monte Carlo Simulation
Coursera Project Network

RStudio for Six Sigma - Monte Carlo Simulation

Taught in English

Moses Gummadi

Instructor: Moses Gummadi

Included with Coursera Plus

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Beginner level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.1

(20 reviews)

What you'll learn

  • Generate Continuous, Discrete and Categorical Data (Xs) Using Statistical Distributions

  • Create A Transfer Function That Relates The Xs With The Y (Dependent Variable)

  • Perform Monte Carlo Simulation & Sensitivity Analysis Using RStudio

Details to know

Shareable certificate

Add to your LinkedIn profile

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Beginner level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.1

(20 reviews)

See how employees at top companies are mastering in-demand skills

Placeholder

Learn, practice, and apply job-ready skills in less than 2 hours

  • Receive training from industry experts
  • Gain hands-on experience solving real-world job tasks
  • Build confidence using the latest tools and technologies
Placeholder

About this Guided Project

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. Random Generation of Categories & Integers Based On Uniform, Binomial, Poission and User Defined Statistical Distributions using RStudio.

  2. Random Generation of Continuous Data Based On Uniform, Normal, Log-normal, Exponential, Gamma and Triangular Statistical Distributions using RStudio.

  3. Example 1: Development of a Transfer Function Linking Xs with Y, and Perform Monte Carlo Simulation

  4. Example 2: Develop Transfer Function Using RStudio's "Function" Feature. Peform Monte Carlo Simulation.

  5. Perform Sensitivity Analysis Using Two Approaches. (A) Sensitivity of a Transfer Function at given Xs. (B) Sensitivity Analysis over a range of Simulated Xs.

Recommended experience

Basic Statistics (RStudio for Six Sigma - Basic Descriptive Statistics), High School Math.

6 project images

Instructor

Moses Gummadi
Coursera Project Network
20 Courses7,578 learners

Offered by

How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 20

4.1

20 reviews

  • 5 stars

    60%

  • 4 stars

    10%

  • 3 stars

    20%

  • 2 stars

    0%

  • 1 star

    10%

AP
5

Reviewed on Jan 19, 2022

New to Leadership and Management? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions