University of Colorado Boulder
Data Science Methods for Quality Improvement Specialization

Give your career the gift of Coursera Plus with $160 off, billed annually. Save today.

University of Colorado Boulder

Data Science Methods for Quality Improvement Specialization

Launch your career in data science.. Master strategies in data science methods for quality improvement.

Wendy Martin

Instructor: Wendy Martin

1,665 already enrolled

Included with Coursera Plus

Get in-depth knowledge of a subject
4.7

(19 reviews)

Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.7

(19 reviews)

Intermediate level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Manage, describe, and analyze data using applied statistics

  • Apply continuous and/or discrete data methods for process analysis, improvement, and ongoing management in a business or workplace

  • Analyze measurement systems to ensure their stability and capability

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English

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

Placeholder

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Colorado Boulder
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Specialization - 3 course series

Managing, Describing, and Analyzing Data

Course 117 hours4.6 (32 ratings)

What you'll learn

  • Calculate descriptive statistics and create graphical representations using R software

  • Solve problems and make decisions using probability distributions

  • Explore the basics of sampling and sampling distributions with respect to statistical inference

  • Classify types of data with scales of measurement

Skills you'll gain

Category: analyzing data
Category: describing data
Category: graphing data
Category: using R

Stability and Capability in Quality Improvement

Course 29 hours4.4 (12 ratings)

What you'll learn

  • Understand how to use, select, and interpret process control charts to identify special causes of variation

  • Create and interpret control charts for normal and non-normal distributions

  • Create and interpret control charts for discrete data

  • Analyze the capability of a process to meet customer specifications

Skills you'll gain

Category: Make decisions about process improvement
Category: Analyzing a process for stability
Category: R Programming
Category: Rstudio
Category: Analyzing a process for capability

Measurement Systems Analysis

Course 316 hours

What you'll learn

  • Understand the terms and concepts associated with measurement systems analysis

  • Analyze measurement error to determine the potential capability of a measurement system

  • Analyze measurement error to determine the short-term and long-term capability of a measurement system

  • Analyze a measurement system for discrete data using potential, short-term, and long-term studies

Skills you'll gain

Category: Use RMarkdown to create a report
Category: Analyze a continuous measurement system for sources of variation capability
Category: Analyze a discrete measurement system for validity and agreement
Category: Make decisions about measurement systems acceptability

Instructor

Wendy Martin
University of Colorado Boulder
6 Courses7,852 learners

Offered by

Build toward a degree

This Specialization is part of the following degree program(s) offered by University of Colorado Boulder. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.¹

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."
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