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Niveau débutant

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

Approx. 44 heures pour terminer
Anglais
Sous-titres : Anglais

Compétences que vous acquerrez

Experimental DesignData AnalysisData Visualization (DataViz)Statistical Hypothesis TestingStatistics
Certificat partageable
Obtenez un Certificat lorsque vous terminez
100 % en ligne
Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Dates limites flexibles
Réinitialisez les dates limites selon votre disponibilité.
Niveau débutant

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

Approx. 44 heures pour terminer
Anglais
Sous-titres : Anglais

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Programme du cours : ce que vous apprendrez dans ce cours

Semaine
1

Semaine 1

19 minutes pour terminer

Course Overview

19 minutes pour terminer
3 vidéos (Total 13 min), 4 lectures, 1 quiz
3 vidéos
Why You Need a Foundation in Statistical Thinking4 min
First Time Using JMP? View the JMP Quickstart Video6 min
4 lectures
Learner Prerequisites1 min
Taking this Course2 min
Using Forums and Getting Help1 min
Using the JMP Virtual Lab1 min
2 heures pour terminer

Module 1: Statistical Thinking and Problem Solving

2 heures pour terminer
26 vidéos (Total 72 min), 3 lectures, 17 quiz
26 vidéos
What Is Statistical Thinking?4 min
Overview of Problem Solving2 min
Statistical Problem Solving1 min
Types of Problems2 min
Defining the Problem3 min
Goals and Key Performance Indicators3 min
The White Polymer Case Study2 min
What Is a Process?3 min
Developing a SIPOC Map1 min
Developing an Input/Output Process Map4 min
Top-Down and Deployment Flowcharts2 min
Summary2 min
Tools for Identifying Potential Causes2 min
Brainstorming4 min
Multi-voting2 min
Using Affinity Diagrams2 min
Cause-and-Effect Diagrams4 min
The 5 Whys1 min
Cause-and-Effect Matrices1 min
Summary1 min
Data Collection for Problem Solving2 min
Types of Data2 min
Operational Definitions4 min
Data Collection Strategies4 min
Importing Data for Analysis1 min
3 lectures
Activity: Developing a Cause-and-Effect Diagram10 min
Read About It5 min
Summary: Statistical Thinking and Problem Solving 1 min
16 exercices pour s'entraîner
Question 1.011 min
Question 1.031 min
Question 1.041 min
Question 1.061 min
Question 1.071 min
Question 1.081 min
Question 1.091 min
Question 1.101 min
Question 1.121 min
Question 1.131 min
Question 1.151 min
Question 1.161 min
Questions 1.18 - 1.192 min
Question 1.201 min
Question 1.211 min
Questions 1.23-1.253 min
Semaine
2

Semaine 2

6 heures pour terminer

Module 2A: Exploratory Data Analysis, Part 1

6 heures pour terminer
50 vidéos (Total 184 min)
50 vidéos
Introduction to Descriptive Statistics1 min
Types of Data5 min
Histograms4 min
Demo: Creating Histograms in JMP4 min
Demo: Saving Your Work Using Scripts1 min
The Chemical Manufacturing Case Study38s
The White Polymer Case Study1 min
Measures of Central Tendency and Location6 min
Demo: Summarizing Continuous Data with the Distribution Platform4 min
Demo: Summarizing Continuous Data with Column Viewer and Tabulate4 min
Measures of Spread: Range and Interquartile Range5 min
Demo: Hiding and Excluding Data2 min
Measures of Spread: Variance and Standard Deviation4 min
Visualizing Continuous Data7 min
Demo: Creating Tabular Summaries with Tabulate2 min
Demo: Creating Scatterplots and Scatterplot Matrices3 min
Demo: Creating Comparative Box Plots with Graph Builder2 min
Demo: Creating Run Charts (Line Graphs) with Graph Builder2 min
Describing Categorical Data5 min
Creating Tabular Summaries for Categorical Data3 min
Demo: Creating Bar Charts and Mosaic Plots4 min
Review and Introduction to Probability Concepts2 min
Samples and Populations4 min
Understanding the Normal Distribution3 min
Checking for Normality6 min
Demo: Checking for Normality2 min
Demo: Finding the Area Under a Curve2 min
The Central Limit Theorem4 min
Demo: Exploring the Central Limit Theorem3 min
Introduction to Exploratory Data Analysis3 min
Exploring Continuous Data: Enhanced Tools6 min
Demo: Adding Markers, Colors, and Row Legends3 min
Demo: Switching Columns in an Analysis2 min
Pareto Plots6 min
Demo: Creating Sorted Bar Charts and Pareto Plots3 min
Packed Bar Charts and Data Filtering3 min
Demo: Creating Packed Bar Charts2 min
Demo: Using the Local Data Filter3 min
Tree Maps and Mosaic Plots4 min
Demo: Creating a Tree Map2 min
Using Trellis Plots and Overlay Variables5 min
Demo: Creating Trellis Plots and Using Overlay Variables3 min
Bubble Plots and Heat Maps2 min
Demo: Creating Bubble Plots3 min
Demo: Creating Heat Maps3 min
Visualizing Geographic and Spatial Data6 min
Demo: Creating a Geographic Map Using Shape Files2 min
Demo: Creating Maps Using Coordinates3 min
Summary of Exploratory Data Analysis Tools2 min
31 exercices pour s'entraîner
Question 2.012 min
Question 2.022 min
Practice: Understanding Yield for a Chemical Manufacturing Process10 min
Practice: Exploring the Relationship Between Variables10 min
Question 2.03 - 2.041 min
Practice: Summarizing Continuous Data with the Distribution Platform10 min
Question 2.06 - 2.072 min
Practice: Understanding Box Plots10 min
Question 2.082 min
Question 2.092 min
Practice: Visualizing Continuous Data10 min
Question 2.10 - 2.112 min
Practice: Visualizing Categorical Data10 min
Question 2.131 min
Question 2.151 min
Practice: Checking for Normality10 min
Practice: Recognizing Shapes in Normal Quantile Plots10 min
Practice: Exploring the Central Limit Theorem10 min
Question 2.161 min
Practice: Exploring Many Variables Using the Column Switcher10 min
Question 2.17 - 2.182 min
Practice: Creating Sorted Bar Charts in JMP10 min
Question 2.191 min
Practice: Exploring Data with a Local Data Filter10 min
Question 2.201 min
Practice: Exploring Data with a Tree Map and Mosaic Plot10 min
Practice: Exploring Data Using Trellis Plots10 min
Question 2.211 min
Practice: Exploring Data Using Bubble Plots and Heat Maps10 min
Question 2.221 min
Practice: Exploring Data with a Geographic Map10 min
Semaine
3

Semaine 3

6 heures pour terminer

Module 2B: Exploratory Data Analysis, Part 2

6 heures pour terminer
36 vidéos (Total 114 min), 2 lectures, 33 quiz
36 vidéos
Creating Effective Visualizations1 min
Evaluating the Effectiveness of a Visualization4 min
Designing an Effective Visualization: Part 13 min
Designing an Effective Visualization: Part 25 min
Communicating Visually with Animation2 min
Designing for Your Audience3 min
Understanding Your Target Audience5 min
Designing Visualizations for Communication52s
Designing Visualizations: The Do's5 min
Designing Visualizations: The Don'ts2 min
Demo: Customizing Graphics3 min
Introduction to Saving and Sharing Results2 min
Saving and Sharing Results in JMP3 min
Saving and Sharing Results outside of JMP3 min
Deciding Which Format to Use1 min
Demo: Organizing Your Saved Scripts2 min
Demo: Combining JMP Scripts for Analyses3 min
Demo: Sharing Static Output2 min
Demo: Saving Your Work in a JMP Journal4 min
Data Tables Essentials2 min
Common Data Quality Issues5 min
Identifying Issues in the Data Table4 min
Identifying Issues One Variable at a Time3 min
Summarizing What You Have Learned3 min
Demo: Exploring Missing Values3 min
Demo: Using Recode3 min
Restructuring Data for Analysis2 min
Demo: Stacking and Splitting Data2 min
Combining Data2 min
Demo: Concatenating Data Tables1 min
Demo: Joining Data Tables2 min
Deriving New Variables2 min
Demo: Binning Data Using Conditional IF-THEN Statements3 min
Demo: Transforming Data2 min
Working with Dates1 min
2 lectures
Read About It2 min
Summary - Exploratory Data Analysis1 min
31 exercices pour s'entraîner
Question 2.241 min
Question 2.251 min
Question 2.262 min
Question 2.28 - 2.292 min
Practice: Customizing Graphics10 min
Practice: Creating a Slope Graph10 min
Question 2.31 - 2.322 min
Question 2.331 min
Practice: Exploring Reports Published on JMP Public10 min
Practice: Grouping and Combining Analysis Scripts10 min
Practice: Creating a Simple Dashboard10 min
Practice: Using a JMP Journal to Document Your Work10 min
Question 2.342 min
Question 2.352 min
Practice: Creating the Formula for Scrap Rate10 min
Practice: Checking the Data Table for Issues10 min
Question 2.361 min
Practice: Checking Data Quality with Summary Statistics and Graphs10 min
Question 2.37 - 2.382 min
Question 2.391 min
Practice: Exploring Missing Data15 min
Practice: Recoding Missing Values10 min
Practice: Using Recode to Bin Data10 min
Question 2.401 min
Practice: Stacking Data10 min
Question 2.411 min
Practice: Concatenating Data Tables10 min
Practice: Joining Data Tables10 min
Practice: Creating a Binning Formula10 min
Practice: Extracting Information from a Column10 min
Practice: Working with Dates10 min
Semaine
4

Semaine 4

6 heures pour terminer

Module 3: Quality Methods

6 heures pour terminer
41 vidéos (Total 154 min), 3 lectures, 28 quiz
41 vidéos
Quality Methods Overview4 min
Introduction to Control Charts6 min
Individual and Moving Range Charts4 min
Demo: Creating an I and MR Chart Using the Control Chart Builder2 min
Common Cause versus Special Cause Variation6 min
Testing for Special Causes6 min
Demo: Testing for Special Causes in the Control Chart Builder2 min
X-bar and R and X-bar and S Charts3 min
Demo: Creating X-bar and R and X-bar and S Charts2 min
Rational Subgrouping4 min
3-Way Control Charts2 min
Demo: Creating 3-Way Control Charts2 min
Control Charts with Phases3 min
Demo: Adding Phases to Control Charts1 min
The Voice of the Customer2 min
Process Capability Indices5 min
Short- and Long-Term Estimates of Capability2 min
Understanding Capability for Process Improvement4 min
Estimating Process Capability: An Example4 min
Demo: Calculating Capability Indices Using the Distribution Platform5 min
Demo: Conducting a Capability Analysis Using the Control Chart Builder2 min
Calculating Capability for Nonnormal Data3 min
Demo: Estimating Capability for Nonnormal Data3 min
Estimating Process Capability for Many Variables2 min
Identifying Poorly Performing Processes4 min
Demo: Identifying Poorly Performing Processes5 min
A View from Industry6 min
What is a Measurement Systems Analysis2 min
Language and Terminology4 min
Designing a Measurement System Study2 min
Designing and Conducting an MSA4 min
Demo: Creating a Gauge Study Worksheet1 min
Analyzing an MSA with Visualizations6 min
Demo: Visualizing Measurement System Variation4 min
Analyzing the MSA4 min
Demo: Analyzing an MSA2 min
Demo: Conducting a Gauge R&R Analysis4 min
Studying Measurement System Accuracy3 min
Demo: Analyzing Measurement System Bias2 min
Improving the Measurement Process2 min
3 lectures
Activity: Area MSA5 min
Read About It1 min
Summary: Quality Methods1 min
26 exercices pour s'entraîner
Question 3.021 min
Practice: Creating an I and MR Chart10 min
Question 3.032 min
Question 3.041 min
Practice: Creating I and MR Charts for the White Polymer Case Study10 min
Practice: Constructing an X-Bar and S Chart10 min
Question 3.051 min
Question 3.061 min
Practice: Evaluating whether Improvements Have Been Sustained10 min
Practice: Using Control Charts as an Exploratory Tool10 min
Question 3.071 min
Question 3.082 min
Activity: Calculating Capability Indices2 min
Question 3.091 min
Question 3.10 - 3.112 min
Practice: Calculating Capability Indices10 min
Practice: Conducting a Capability Analysis with a Phase Variable10 min
Practice: Conducting a Capability Analysis with Nonnormal Data10 min
Question 3.122 min
Question 3.131 min
Practice: Designing a Gauge Study10 min
Practice: Visualizing the Area Measurement MSA Data10 min
Practice: Visualizing the MFI MSA Data10 min
Practice: Analyze the Area Measurement MSA Data10 min
Practice: Analyzing the Melt Flow Index MSA10 min
Question 3.151 min

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