University of Amsterdam
Data Analytics for Lean Six Sigma
University of Amsterdam

Data Analytics for Lean Six Sigma

Inez Zwetsloot

Instructor: Inez Zwetsloot

82,932 already enrolled

Included withCoursera Plus

Gain insight into a topic and learn the fundamentals.
4.8

(3,319 reviews)

Beginner level
No prior experience required
Flexible schedule
Approx. 11 hours
Learn at your own pace
98%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.8

(3,319 reviews)

Beginner level
No prior experience required
Flexible schedule
Approx. 11 hours
Learn at your own pace
98%
Most learners liked this course

Details to know

Earn a career certificate

Add to your LinkedIn profile

Assessments

12 assignments

Taught in English

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

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

There are 7 modules in this course

This module introduces Lean Six Sigma and shows you where data and data analytics have their place within the DMAIC framework. It also introduces the software package Minitab. This package is used throughout the videos for data analytics. It is not mandatory to use this package. I just really like it!

What's included

11 videos4 readings2 assignments

This module explains how to visualize data. It discusses visualizing single variables as well as visualizing two variables. You will learn to select the appropriate graph. For this it is essential to first learn the distinction between numerical and categorical data.

What's included

8 videos3 readings2 assignments

In this module on using probability distributions, you will learn how to quantify uncertainty. Furthermore you will learn to answer an important business question: “what percentage of products or cases meet our specifications?".

What's included

7 videos1 reading2 assignments

You will learn to model your CTQ and influence factor(s) and to use a decision tree to select the appropriate tool for data based testing of this model. Furthermore, causality is introduced.

What's included

3 videos1 reading1 assignment

In this module on statistical testing, you will learn how to establish relationship between a numerical Y variable (the CTQ) and categorical influence factors (the X variables).

What's included

8 videos1 reading2 assignments

What is the relation between the length of stay and the age of a patient? In this module you will learn to answers these types of questions using statistical tests to relate a numerical CTQ (the Y variable) to a numerical influence factor (the X variable).

What's included

7 videos1 reading1 assignment

Finally you will learn how to test a relationship between a Y and a X variable whenever your Y variable (the CTQ) is a categorical variable.

What's included

4 videos1 reading2 assignments

Instructor

Instructor ratings
4.9 (1,049 ratings)
Inez Zwetsloot
University of Amsterdam
1 Course82,932 learners

Offered by

Recommended if you're interested in Data Analysis

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 3319

4.8

3,319 reviews

  • 5 stars

    84.72%

  • 4 stars

    14.07%

  • 3 stars

    0.90%

  • 2 stars

    0.18%

  • 1 star

    0.12%

RM
5

Reviewed on Apr 29, 2017

CC
5

Reviewed on Jun 9, 2020

DG
5

Reviewed on Aug 31, 2021

New to Data Analysis? 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