Acerca de este Curso
4.8
675 calificaciones
252 revisiones
100 % en línea

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Nivel principiante

Nivel principiante

Horas para completar

Aprox. 15 horas para completar

Sugerido: 5 weeks of study, 2-4 hours per week....
Idiomas disponibles

Inglés (English)

Subtítulos: Inglés (English)

Habilidades que obtendrás

StatisticsLean Six SigmaData AnalysisMinitab
100 % en línea

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Nivel principiante

Nivel principiante

Horas para completar

Aprox. 15 horas para completar

Sugerido: 5 weeks of study, 2-4 hours per week....
Idiomas disponibles

Inglés (English)

Subtítulos: Inglés (English)

Programa - Qué aprenderás en este curso

Semana
1
Horas para completar
2 horas para completar

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!...
Reading
11 videos (Total 54 min), 4 readings, 2 quizzes
Video11 videos
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
Reading4 lecturas
Let me introduce IBIS UvA5m
Overview videos2m
Minitab: what is it?10m
Explanation quizzes1m
Quiz2 ejercicios de práctica
Practice quiz - Data and Lean Six Sigma35m
Graded quiz - Data and Lean Six Sigma30m
Semana
2
Horas para completar
2 horas para completar

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. ...
Reading
8 videos (Total 48 min), 3 readings, 2 quizzes
Video8 videos
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
Reading3 lecturas
Data needed for the next videos!10m
Video exercises5m
Explanation quizzes1m
Quiz2 ejercicios de práctica
Practice quiz - Understanding and visualizing data35m
Graded quiz - Understanding and visualizing data30m
Semana
3
Horas para completar
2 horas para completar

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?"....
Reading
7 videos (Total 42 min), 1 reading, 2 quizzes
Video7 videos
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
Reading1 lecturas
Explanation quizzes1m
Quiz2 ejercicios de práctica
Practice quiz - Using probability distributions40m
Graded quiz - Using probability distributions30m
Semana
4
Horas para completar
1 horas para completar

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....
Reading
3 videos (Total 22 min), 1 reading, 1 quiz
Video3 videos
M4-V2 Hypothesis testing7m
M4-V3 Causality9m
Reading1 lecturas
Explanation quizzes1m
Quiz1 ejercicios de práctica
Practice quiz - Introduction to testing20m
Horas para completar
2 horas para completar

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). ...
Reading
8 videos (Total 54 min), 1 reading, 2 quizzes
Video8 videos
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
Reading1 lecturas
Explanation quizzes1m
Quiz2 ejercicios de práctica
Practice quiz - Testing: numerical Y and categorical X12m
Graded quiz - Introduction to testing & Testing: numerical Y and categorical X30m
4.8
252 revisionesChevron Right
Dirección de la carrera

43%

comenzó una nueva carrera después de completar estos cursos
Beneficio de la carrera

83%

consiguió un beneficio tangible en su carrera profesional gracias a este curso

Principales revisiones

por 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.

por 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.

Instructores

Avatar

Inez Zwetsloot

Dr.
Amsterdam Business School, Economics & Business

Acerca de University of Amsterdam

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....

Preguntas Frecuentes

  • Una vez que te inscribes para obtener un Certificado, tendrás acceso a todos los videos, cuestionarios y tareas de programación (si corresponde). Las tareas calificadas por compañeros solo pueden enviarse y revisarse una vez que haya comenzado tu sesión. Si eliges explorar el curso sin comprarlo, es posible que no puedas acceder a determinadas tareas.

  • Cuando compras un Certificado, obtienes acceso a todos los materiales del curso, incluidas las tareas calificadas. Una vez que completes el curso, se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes participar del curso como oyente sin costo.

  • 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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