Об этом курсе

Недавно просмотрено: 34,534
Сертификат, ссылками на который можно делиться с другими людьми
Получите сертификат по завершении
100% онлайн
Начните сейчас и учитесь по собственному графику.
Гибкие сроки
Назначьте сроки сдачи в соответствии со своим графиком.
Начальный уровень

No prior knowledge of statistics or experience with JMP software is required.

Прибл. 44 часа на выполнение
Английский

Чему вы научитесь

  • How to describe data with statistical summaries, and how to explore your data using advanced visualizations.

  • Understand statistical intervals, hypothesis tests and how to calculate sample size.

  • How to fit, evaluate and interpret linear and logistic regression models.

  • How to build predictive models and conduct a statistically designed experiment.

Приобретаемые навыки

Experimental DesignData AnalysisData Visualization (DataViz)Statistical Hypothesis TestingStatistics
Сертификат, ссылками на который можно делиться с другими людьми
Получите сертификат по завершении
100% онлайн
Начните сейчас и учитесь по собственному графику.
Гибкие сроки
Назначьте сроки сдачи в соответствии со своим графиком.
Начальный уровень

No prior knowledge of statistics or experience with JMP software is required.

Прибл. 44 часа на выполнение
Английский

от партнера

Placeholder

SAS

Программа курса: что вы изучите

Неделя
1

Неделя 1

19 минут на завершение

Course Overview

19 минут на завершение
3 видео ((всего 13 мин.)), 4 материалов для самостоятельного изучения, 1 тест
3 видео
Why You Need a Foundation in Statistical Thinking4мин
First Time Using JMP? View the JMP Quickstart Video6мин
4 материала для самостоятельного изучения
Learner Prerequisites1мин
Taking this Course2мин
Using Forums and Getting Help1мин
Using the JMP Virtual Lab1мин
2 ч. на завершение

Module 1: Statistical Thinking and Problem Solving

2 ч. на завершение
26 видео ((всего 72 мин.)), 3 материалов для самостоятельного изучения, 17 тестов
26 видео
What Is Statistical Thinking?4мин
Overview of Problem Solving2мин
Statistical Problem Solving1мин
Types of Problems2мин
Defining the Problem3мин
Goals and Key Performance Indicators3мин
The White Polymer Case Study2мин
What Is a Process?3мин
Developing a SIPOC Map1мин
Developing an Input/Output Process Map4мин
Top-Down and Deployment Flowcharts2мин
Summary2мин
Tools for Identifying Potential Causes2мин
Brainstorming4мин
Multi-voting2мин
Using Affinity Diagrams2мин
Cause-and-Effect Diagrams4мин
The 5 Whys1мин
Cause-and-Effect Matrices1мин
Summary1мин
Data Collection for Problem Solving2мин
Types of Data2мин
Operational Definitions4мин
Data Collection Strategies4мин
Importing Data for Analysis1мин
3 материала для самостоятельного изучения
Activity: Developing a Cause-and-Effect Diagram10мин
Read About It5мин
Summary: Statistical Thinking and Problem Solving 1мин
16 практических упражнений
Question 1.011мин
Question 1.031мин
Question 1.041мин
Question 1.061мин
Question 1.071мин
Question 1.081мин
Question 1.091мин
Question 1.101мин
Question 1.121мин
Question 1.131мин
Question 1.151мин
Question 1.161мин
Questions 1.18 - 1.192мин
Question 1.201мин
Question 1.211мин
Questions 1.23-1.253мин
Неделя
2

Неделя 2

6 ч. на завершение

Module 2A: Exploratory Data Analysis, Part 1

6 ч. на завершение
50 видео ((всего 184 мин.))
50 видео
Introduction to Descriptive Statistics1мин
Types of Data5мин
Histograms4мин
Demo: Creating Histograms in JMP4мин
Demo: Saving Your Work Using Scripts1мин
The Chemical Manufacturing Case Study38
The White Polymer Case Study1мин
Measures of Central Tendency and Location6мин
Demo: Summarizing Continuous Data with the Distribution Platform4мин
Demo: Summarizing Continuous Data with Column Viewer and Tabulate4мин
Measures of Spread: Range and Interquartile Range5мин
Demo: Hiding and Excluding Data2мин
Measures of Spread: Variance and Standard Deviation4мин
Visualizing Continuous Data7мин
Demo: Creating Tabular Summaries with Tabulate2мин
Demo: Creating Scatterplots and Scatterplot Matrices3мин
Demo: Creating Comparative Box Plots with Graph Builder2мин
Demo: Creating Run Charts (Line Graphs) with Graph Builder2мин
Describing Categorical Data5мин
Creating Tabular Summaries for Categorical Data3мин
Demo: Creating Bar Charts and Mosaic Plots4мин
Review and Introduction to Probability Concepts2мин
Samples and Populations4мин
Understanding the Normal Distribution3мин
Checking for Normality6мин
Demo: Checking for Normality2мин
Demo: Finding the Area Under a Curve2мин
The Central Limit Theorem4мин
Demo: Exploring the Central Limit Theorem3мин
Introduction to Exploratory Data Analysis3мин
Exploring Continuous Data: Enhanced Tools6мин
Demo: Adding Markers, Colors, and Row Legends3мин
Demo: Switching Columns in an Analysis2мин
Pareto Plots6мин
Demo: Creating Sorted Bar Charts and Pareto Plots3мин
Packed Bar Charts and Data Filtering3мин
Demo: Creating Packed Bar Charts2мин
Demo: Using the Local Data Filter3мин
Tree Maps and Mosaic Plots4мин
Demo: Creating a Tree Map2мин
Using Trellis Plots and Overlay Variables5мин
Demo: Creating Trellis Plots and Using Overlay Variables3мин
Bubble Plots and Heat Maps2мин
Demo: Creating Bubble Plots3мин
Demo: Creating Heat Maps3мин
Visualizing Geographic and Spatial Data6мин
Demo: Creating a Geographic Map Using Shape Files2мин
Demo: Creating Maps Using Coordinates3мин
Summary of Exploratory Data Analysis Tools2мин
31 практическое упражнение
Question 2.012мин
Question 2.022мин
Practice: Understanding Yield for a Chemical Manufacturing Process10мин
Practice: Exploring the Relationship Between Variables10мин
Question 2.03 - 2.041мин
Practice: Summarizing Continuous Data with the Distribution Platform10мин
Question 2.06 - 2.072мин
Practice: Understanding Box Plots10мин
Question 2.082мин
Question 2.092мин
Practice: Visualizing Continuous Data10мин
Question 2.10 - 2.112мин
Practice: Visualizing Categorical Data10мин
Question 2.131мин
Question 2.151мин
Practice: Checking for Normality10мин
Practice: Recognizing Shapes in Normal Quantile Plots10мин
Practice: Exploring the Central Limit Theorem10мин
Question 2.161мин
Practice: Exploring Many Variables Using the Column Switcher10мин
Question 2.17 - 2.182мин
Practice: Creating Sorted Bar Charts in JMP10мин
Question 2.191мин
Practice: Exploring Data with a Local Data Filter10мин
Question 2.201мин
Practice: Exploring Data with a Tree Map and Mosaic Plot10мин
Practice: Exploring Data Using Trellis Plots10мин
Question 2.211мин
Practice: Exploring Data Using Bubble Plots and Heat Maps10мин
Question 2.221мин
Practice: Exploring Data with a Geographic Map10мин
Неделя
3

Неделя 3

6 ч. на завершение

Module 2B: Exploratory Data Analysis, Part 2

6 ч. на завершение
36 видео ((всего 114 мин.)), 2 материалов для самостоятельного изучения, 33 тестов
36 видео
Creating Effective Visualizations1мин
Evaluating the Effectiveness of a Visualization4мин
Designing an Effective Visualization: Part 13мин
Designing an Effective Visualization: Part 25мин
Communicating Visually with Animation2мин
Designing for Your Audience3мин
Understanding Your Target Audience5мин
Designing Visualizations for Communication52
Designing Visualizations: The Do's5мин
Designing Visualizations: The Don'ts2мин
Demo: Customizing Graphics3мин
Introduction to Saving and Sharing Results2мин
Saving and Sharing Results in JMP3мин
Saving and Sharing Results outside of JMP3мин
Deciding Which Format to Use1мин
Demo: Organizing Your Saved Scripts2мин
Demo: Combining JMP Scripts for Analyses3мин
Demo: Sharing Static Output2мин
Demo: Saving Your Work in a JMP Journal4мин
Data Tables Essentials2мин
Common Data Quality Issues5мин
Identifying Issues in the Data Table4мин
Identifying Issues One Variable at a Time3мин
Summarizing What You Have Learned3мин
Demo: Exploring Missing Values3мин
Demo: Using Recode3мин
Restructuring Data for Analysis2мин
Demo: Stacking and Splitting Data2мин
Combining Data2мин
Demo: Concatenating Data Tables1мин
Demo: Joining Data Tables2мин
Deriving New Variables2мин
Demo: Binning Data Using Conditional IF-THEN Statements3мин
Demo: Transforming Data2мин
Working with Dates1мин
2 материала для самостоятельного изучения
Read About It2мин
Summary - Exploratory Data Analysis1мин
31 практическое упражнение
Question 2.241мин
Question 2.251мин
Question 2.262мин
Question 2.28 - 2.292мин
Practice: Customizing Graphics10мин
Practice: Creating a Slope Graph10мин
Question 2.31 - 2.322мин
Question 2.331мин
Practice: Exploring Reports Published on JMP Public10мин
Practice: Grouping and Combining Analysis Scripts10мин
Practice: Creating a Simple Dashboard10мин
Practice: Using a JMP Journal to Document Your Work10мин
Question 2.342мин
Question 2.352мин
Practice: Creating the Formula for Scrap Rate10мин
Practice: Checking the Data Table for Issues10мин
Question 2.361мин
Practice: Checking Data Quality with Summary Statistics and Graphs10мин
Question 2.37 - 2.382мин
Question 2.391мин
Practice: Exploring Missing Data15мин
Practice: Recoding Missing Values10мин
Practice: Using Recode to Bin Data10мин
Question 2.401мин
Practice: Stacking Data10мин
Question 2.411мин
Practice: Concatenating Data Tables10мин
Practice: Joining Data Tables10мин
Practice: Creating a Binning Formula10мин
Practice: Extracting Information from a Column10мин
Practice: Working with Dates10мин
Неделя
4

Неделя 4

6 ч. на завершение

Module 3: Quality Methods

6 ч. на завершение
41 видео ((всего 154 мин.)), 3 материалов для самостоятельного изучения, 28 тестов
41 видео
Quality Methods Overview4мин
Introduction to Control Charts6мин
Individual and Moving Range Charts4мин
Demo: Creating an I and MR Chart Using the Control Chart Builder2мин
Common Cause versus Special Cause Variation6мин
Testing for Special Causes6мин
Demo: Testing for Special Causes in the Control Chart Builder2мин
X-bar and R and X-bar and S Charts3мин
Demo: Creating X-bar and R and X-bar and S Charts2мин
Rational Subgrouping4мин
3-Way Control Charts2мин
Demo: Creating 3-Way Control Charts2мин
Control Charts with Phases3мин
Demo: Adding Phases to Control Charts1мин
The Voice of the Customer2мин
Process Capability Indices5мин
Short- and Long-Term Estimates of Capability2мин
Understanding Capability for Process Improvement4мин
Estimating Process Capability: An Example4мин
Demo: Calculating Capability Indices Using the Distribution Platform5мин
Demo: Conducting a Capability Analysis Using the Control Chart Builder2мин
Calculating Capability for Nonnormal Data3мин
Demo: Estimating Capability for Nonnormal Data3мин
Estimating Process Capability for Many Variables2мин
Identifying Poorly Performing Processes4мин
Demo: Identifying Poorly Performing Processes5мин
A View from Industry6мин
What is a Measurement Systems Analysis2мин
Language and Terminology4мин
Designing a Measurement System Study2мин
Designing and Conducting an MSA4мин
Demo: Creating a Gauge Study Worksheet1мин
Analyzing an MSA with Visualizations6мин
Demo: Visualizing Measurement System Variation4мин
Analyzing the MSA4мин
Demo: Analyzing an MSA2мин
Demo: Conducting a Gauge R&R Analysis4мин
Studying Measurement System Accuracy3мин
Demo: Analyzing Measurement System Bias2мин
Improving the Measurement Process2мин
3 материала для самостоятельного изучения
Activity: Area MSA5мин
Read About It1мин
Summary: Quality Methods1мин
26 практических упражнений
Question 3.021мин
Practice: Creating an I and MR Chart10мин
Question 3.032мин
Question 3.041мин
Practice: Creating I and MR Charts for the White Polymer Case Study10мин
Practice: Constructing an X-Bar and S Chart10мин
Question 3.051мин
Question 3.061мин
Practice: Evaluating whether Improvements Have Been Sustained10мин
Practice: Using Control Charts as an Exploratory Tool10мин
Question 3.071мин
Question 3.082мин
Activity: Calculating Capability Indices2мин
Question 3.091мин
Question 3.10 - 3.112мин
Practice: Calculating Capability Indices10мин
Practice: Conducting a Capability Analysis with a Phase Variable10мин
Practice: Conducting a Capability Analysis with Nonnormal Data10мин
Question 3.122мин
Question 3.131мин
Practice: Designing a Gauge Study10мин
Practice: Visualizing the Area Measurement MSA Data10мин
Practice: Visualizing the MFI MSA Data10мин
Practice: Analyze the Area Measurement MSA Data10мин
Practice: Analyzing the Melt Flow Index MSA10мин
Question 3.151мин

Рецензии

Лучшие отзывы о курсе STATISTICAL THINKING FOR INDUSTRIAL PROBLEM SOLVING, PRESENTED BY JMP

Посмотреть все отзывы

Часто задаваемые вопросы

Остались вопросы? Посетите Центр поддержки учащихся.