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StatisticsLean Six SigmaData AnalysisMinitab

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

초급 단계

영어

자막: 영어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 2시간 필요

Data and Lean Six Sigma

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!

...
11 videos (Total 54 min), 4 readings, 2 quizzes
11개의 동영상
Let me introduce myself!1m
M1-V1 Introduction to Lean Six Sigma5m
M1-V2 Data and DMAIC4m
M1-V3 Selecting CTQs6m
M1-V4 Units and operational definition5m
M1-V5 Sampling8m
M1-V6 Organizing your data5m
M1-V7 Installing Minitab3m
M1-V8 Introduction to Minitab6m
M1-V9 Loading data into Minitab2m
4개의 읽기 자료
Let me introduce IBIS UvA5m
Overview videos2m
Minitab: what is it?10m
Explanation quizzes1m
2개 연습문제
Practice quiz - Data and Lean Six Sigma35m
Graded quiz - Data and Lean Six Sigma30m
2
완료하는 데 2시간 필요

Understanding and visualizing data

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.

...
8 videos (Total 48 min), 3 readings, 2 quizzes
8개의 동영상
M2-V2 Descriptive statistics7m
M2-V3 Visualizing numerical data6m
M2-V4 Visualizing categorical data5m
M2-V5 Pareto analysis5m
M2-V6 Visualizing two variables9m
M2-V7 Exercise - Investigation time4m
M2-V8 Exercise - Coffee batch3m
3개의 읽기 자료
Data needed for the next videos!10m
Video exercises5m
Explanation quizzes1m
2개 연습문제
Practice quiz - Understanding and visualizing data35m
Graded quiz - Understanding and visualizing data30m
3
완료하는 데 2시간 필요

Using probability distributions

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?".

...
7 videos (Total 42 min), 1 reading, 2 quizzes
7개의 동영상
M3-V2 Estimation and confidence intervals9m
M3-V3 Normal, Lognormal and Weibull distribution4m
M3-V4 Probability plot6m
M3-V5 Empirical CDF6m
M3-V6 Properties of the normal distribution4m
M3-V7 Exercise - Length of Stay5m
1개의 읽기 자료
Explanation quizzes1m
2개 연습문제
Practice quiz - Using probability distributions40m
Graded quiz - Using probability distributions30m
4
완료하는 데 1시간 필요

Introduction to testing

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.

...
3 videos (Total 22 min), 1 reading, 1 quiz
3개의 동영상
M4-V2 Hypothesis testing7m
M4-V3 Causality9m
1개의 읽기 자료
Explanation quizzes1m
1개 연습문제
Practice quiz - Introduction to testing20m
완료하는 데 2시간 필요

Testing: numerical Y and categorical X

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).

...
8 videos (Total 54 min), 1 reading, 2 quizzes
8개의 동영상
M5-V2 ANOVA analysis7m
M5-V3 ANOVA residual analysis6m
M5-V4 Kruskal-Wallis test5m
M5-V5 Two sample t-test8m
M5-V6 Test for equality of variances6m
M5-V7 Exercise - Productivity7m
M5-V8 Exercise - Department5m
1개의 읽기 자료
Explanation quizzes1m
2개 연습문제
Practice quiz - Testing: numerical Y and categorical X12m
Graded quiz - Introduction to testing & Testing: numerical Y and categorical X30m
4.8
311개의 리뷰Chevron Right

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Data Analytics for Lean Six Sigma의 최상위 리뷰

대학: RMApr 30th 2017

An amazing course .Very crisp and clear. Thank you Dr.Inez for making learning so much easier and fun.Examples gave a better understanding.I'm sure I'll be able to apply it in my research. Thank you.

대학: RKJul 2nd 2017

Amazing course to refresh the statistical knowledge especially if you wish you take up Lean Six Sigma career path. It gave me enough time and chance to prepare and learn. It is a must for everyone.

강사

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Inez Zwetsloot

Dr.
Amsterdam Business School, Economics & Business

암스테르담 대학교 정보

A modern university with a rich history, the University of Amsterdam (UvA) traces its roots back to 1632, when the Golden Age school Athenaeum Illustre was established to train students in trade and philosophy. Today, with more than 30,000 students, 5,000 staff and 285 study programmes (Bachelor's and Master's), many of which are taught in English, and a budget of more than 600 million euros, it is one of the largest comprehensive universities in Europe. It is a member of the League of European Research Universities and also maintains intensive contact with other leading research universities around the world....

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 수료증을 구매하면 성적 평가 과제를 포함한 모든 강좌 자료에 접근할 수 있습니다. 강좌를 완료하면 전자 수료증이 성취도 페이지에 추가되며, 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 콘텐츠만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

  • No, it is not a requirement to pass the course. However I do recommend everybody to install (the free trial version of) Minitab. It makes this course a lot more fun if you can actually do all the data analyses yourself as well.

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