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Course Curriculum

Live Class Resources
LSS April 26 – May1 Class: Resources 00:00:00
Pre-course resources
LSS Pre-course Resources 00:00:00
Live Class Day 1: Recordings, Slide, Whiteboard & Questions
LSS April 26 – May1 Class: Day 1 Session 1 02:05:00
LSS April 26 – May1 Class: Day 1 Session 2 01:46:00
LSS April 26 – May1 Class: Day 1 Session 3 01:47:00
Live Class Day 2: Recordings, Slide, Whiteboard & Questions
LSS April 26 – May1 Class: Day 2 Session 1 01:46:00
LSS April 26 – May1 Class: Day 2 Session 2 01:46:00
LSS April 26 – May1 Class: Day 2 Session 3 01:49:00
Live Class Day 3: Recordings, Slide, Whiteboard & Questions
LSS April 26 – May1 Class: Day 3 Session 1 01:54:00
LSS April 26 – May1 Class: Day 3 Session 2 01:43:00
LSS April 26 – May1 Class: Day 3 Session 3 01:46:00
Live Class Day 4: Recordings, Slide, Whiteboard & Questions
LSS April 26 – May1 Class: Day 4 Session 1 01:46:00
LSS April 26 – May1 Class: Day 4 Session 2 01:47:00
LSS April 26 – May1 Class: Day 4 Session 3 01:53:00
Live Class Day 5: Recordings, Slide, Whiteboard & Questions
LSS April 26 – May1 Class: Day 5 Session 1 01:51:00
LSS April 26 – May1 Class: Day 5 Session 2 01:44:00
LSS April 26 – May1 Class: Day 5 Session 3 01:47:00
Live Class Day 6: Recordings, Slide, Whiteboard & Questions
LSS April 26 – May1 Class: Day 6 Session 1 01:52:00
LSS April 26 – May1 Class: Day 6 Session 2 01:42:00
LSS April 26 – May1 Class: Day 6 Session 3 01:57:00
Live Class Day 7: Recordings, Slide, Whiteboard & Questions
LSS April 26 – May1 Class: Day 7 Session 1 00:00:00
LSS April 26 – May1 Class: Day 7 Session 2 00:00:00
LSS April 26 – May1 Class: Day 7 Session 3 00:00:00
Unit 1 - Descriptive Statistics and Graphical Analysis
Learning Objectives 00:00:20
Types of Data-Basic Concepts 00:01:28
Data Types 00:03:08
Quiz-Types of Data 00:00:17
Types of Data Quiz 00:14:00
Using Graphs to Analyze Data-Basic Concepts 00:01:21
Bar Charts and Pareto Charts 00:01:58
Pie Charts 00:01:47
Histograms 00:02:02
Dotplots 00:01:16
Individual Value Plots 00:01:25
Boxplots 00:02:31
Time Series Plots 00:01:46
Quiz-Using Graphs to Analyze Data 00:00:18
Using Graphs to Analyze Data Quiz 00:10:00
Minitab Tools – Bar Charts 00:02:48
Bar Chart – Excercise Hint 00:00:00
Minitab Tools – Pie Charts 00:01:52
Minitab Tools – Histogram 00:01:23
Minitab Tools – Dotplot 00:01:21
Minitab Tools – Individual Value Plot 01:36:00
Minitab Tools – Boxplot 00:01:33
Minitab Tools – Time Series Plot 00:01:22
Excercise – Graphical Analysis 00:01:23
Using Statistics to Analyze Data-Basic Concepts 00:01:27
Mean and Median 00:03:01
Range, Variance and Standard Deviation 00:03:08
Quiz-Using Statistics to Analyze Data 00:00:19
Using Statistics to Analyze Data Quiz 00:10:00
Minitab Tools – Display Descriptive Statistics 00:01:46
Excercise – Descriptive Statistics 00:00:36
Summary Objectives Review 00:00:17
Unit 2 - Statistical Inference
Statistical Inference-Learning Objectives 00:00:17
Fundamentals of Statistical Inference-Basic Concepts 00:03:00
Random Samples 00:05:35
Quiz-Fundamentals of Statistical Inference 00:00:00
Fundamentals of Statistical Inference Quiz 00:10:00
Minitab Tools – Random Sampling 00:01:42
Sampling Distribution-Basic Concepts 00:02:41
Sampling Distribution of the Mean 00:03:52
Quiz-Sampling Distributions 00:00:19
Sampling Distributions Quiz 00:10:00
Normal Distribution-Basic Concepts 00:02:38
Probabilities Associated with a Normal Distribution 00:03:24
Probabilities Associated with the Sample Mean 00:07:04
Quiz-Normal Distribution 00:00:19
Normal Distributions Quiz 00:16:00
Minitab Tools-Cummulative Probabilities with a Normal Distribution 00:01:52
Exercise – Probabilities and Normal Distribution 00:00:39
Statistical Inference-Objectives Review 00:00:19
Unit 3 - Hypothesis Tests and Confidence Intervals
Hypothesis Tests and Confidence Intervals-Learning Objectives 00:00:18
Confidence Intervals 00:05:26
Hypothesis Testing 00:04:18
Using Hypothesis TestS to Make Decisions 00:04:49
Type I and Type II Errors and Powers 00:05:44
Quiz-Test and Confidence Intervals 00:00:17
Test and Confidence Intervals Quiz 00:24:00
Hypothesis Tests and Confidence Intervals-Basic Concepts 00:02:00
Hypothesis Tests and Confidence Intervals-Individual Value Plots 00:01:11
1 Sample t-Test Results 00:02:34
Assumptions 00:02:03
Quiz-1 Sample t-Test 00:00:16
Sample t-Test Quiz 00:16:00
Mintab Tools 1 Sample t Test 00:01:49
Excercise 1 Sample t-Test 00:00:39
Sample t-Test Excercise 00:08:00
2 Variances Test- Basic Concepts 00:01:59
2 Variances Test-Boxplots 00:01:04
2 Variance Test Results 00:02:27
2 Variances Test-Assumptions 00:02:24
Quiz- 2 Variances Test 00:00:17
2 Variances Test Quiz 00:10:00
Minitab Tools 2 Variances Test 00:01:44
Exercise- 2 Variances Test 00:00:52
2 Variances Test Excercise 00:00:00
2 Sample t Test-Basic Concepts 00:01:56
2 Sample t Test-Individual Value Plots 00:01:01
2 Sample t Test results 00:02:56
2 Sample t Test-Assumptions 00:03:03
Quiz- 2 Sample t Test 00:00:17
2 Sample t Test Quiz 00:12:00
Minitab Tools 2 Sample t Test 00:02:16
Exercise- 2 Sample t Test 00:00:41
2 Sample t Test Excercise 00:16:00
Paired t Test-Basic Concepts 00:03:19
Paired t Test-Individual Value Plots 00:01:16
Paired t Test Results 00:03:00
Paired t Test-Assumptions 00:02:07
Quiz-Paired t Test 00:00:16
2 Paired t Test Quiz 00:00:00
Minitab Tools 2 Paired t Test 00:02:01
Exercise- Paired t Test 00:00:45
Paired t Test Excercise 00:12:00
1 proportion test-Basic Concepts 00:02:37
1 Proportion Test result 00:02:14
1 proportion test-Assumption 00:01:57
Quiz-1 Proportion Test 00:00:17
1 Proportion Test Quiz 00:12:40
Minitab Tools 1 Proportion Test 00:02:28
Exercise-1 Proportion Test 00:00:52
1 Proportion Test Excercise 00:06:00
2 propotions test- Basic Concepts 00:02:22
2 Proportions Test Results 00:02:41
2 proportions test-Assumption 00:02:09
Quiz-2 Proportion Test 00:00:18
2 Proportion Test Quiz 00:12:00
Minitab Tools 2 Proportion Test 01:53:00
Exercise-2 Proportion Test 00:00:48
2 Proportion Test Excercise 00:00:00
Chi-Square Test-Basic Concepts 00:02:15
Chi-Square Test Result 00:02:59
Chi-Square Test-Assumptions 00:01:35
Quiz-Chi square test 00:00:16
Chi-square Test Quiz 00:00:00
Minitab tools Chi square test 00:02:07
Exercise-Chi square test 00:00:44
Chi-square Test Excercise 00:06:00
Summary-Learning Objectives 00:00:13
Unit 4 - Control Charts
Control Charts Introduction-Learning Objectives 00:00:13
Statistical Process Control-Basic Concepts 00:06:15
Patterns in Control Charts 00:01:48
Quiz-Statistical Process Control 00:00:18
Statistical Process Control Quiz 00:12:00
Control Charts for Variables, Data in Subgroups-Basic Concepts 00:01:25
R Charts 00:03:48
S Charts 00:04:02
X Charts 00:05:22
Quiz-Control Charts for Variables, Data in Subgroups 00:00:20
Control Charts for Variables, Data in Subgroups Quiz 00:16:00
Minitab Tool X-R Chart 00:01:45
Exercise X-R Chart 00:00:48
X̄-R Charts Exercise 06:00:00
Control Charts for Individual Observations-Basic Concepts 00:02:01
Moving Range Charts 00:03:31
Individuals Charts 02:46:00
Quiz-Control Charts for Individual Observations 00:00:19
Control Charts for Individual Observations Quiz 00:10:00
Minitab Tools – I-MR Chart 00:01:20
Exercise-I MR Chart 00:00:42
I-MR Charts Exercise 00:04:00
Control Charts for Attributes Data-Basic Concepts 00:01:42
NP and P Charts 00:03:35
C and U Charts 00:03:29
Quiz-Control Charts for Attributes Data 00:00:18
Control Charts for Attributes Data Quiz 00:12:00
Minitab Tools – P Chart 00:01:29
Exercise-P Chart 00:00:48
P Charts Exercise 00:04:00
Summary-Objectives Review 00:00:15
Unit 5 - Process Capability
Process Capability for Normal Data-Learning Objectives 00:00:17
Process Capability for Normal Data-Basic Concepts 00:05:06
Process Capability for Normal Data-Assumptions 00:02:19
Testing for Normality 00:03:46
Quiz-Process Capability for Normal Data 00:00:17
Process Capability for Normal Data Quiz 00:20:00
Minitab Tools – Normality Test 00:02:11
Exercise – Assumptions for Process Capability 00:00:58
Assumption for Process Capability Exercise 00:06:00
Potential Capability Cp & Cpk 00:08:29
Process Performance Pp & Ppk 00:03:33
Sigma Level 00:05:07
Quiz-Capability Indices 00:00:22
Capability Indices Quiz 00:16:00
Minitab Tools Cp and Pp 02:10:00
Minitab tool-Sigma Level 00:02:08
Exercise – Process Capability for Normal Data 00:00:55
Process Capability for Normal Data Exercise 00:06:00
Transformations and Alternate Distributions 00:02:46
Box-Cox Transformation 00:03:55
Johnson Transformation 00:02:50
Alternate Distributions 00:02:50
Quiz-Process Capability for Non-normal Data 00:00:18
Process Capability for Nonnormal Data Quiz 00:10:00
Minitab Tools – Box-Cox Transformation 00:01:35
Minitab Tools – Johnson Transformation 00:01:39
Minitab Tools – Capability Analysis with Johnson Transformation 00:02:54
Minitab Tools – Capability Analysis with Alternate Distributions 00:02:10
Exercises- Process Capability with Data Transformation 00:00:42
Process Capability with Data Transformations Exercise 00:08:00
Exercise – Process Capability with Alternate Distributions 00:00:44
Process Capability with Alternative Distribution Exercise 00:00:00
Unit 6 - Analysis of Variance (ANOVA)
Analysis of Variance (ANOVA)-Learning Objectives 00:00:19
Fundamentals of ANOVA-Basic Concepts 00:03:18
Graphs and Summary Statistics 00:02:41
Quiz- Fundamentals of ANOVA 00:00:19
Fundamentals of ANOVA Quiz 00:16:00
Hypothesis Tests 00:02:01
F-Statistics and P-Values 00:02:16
Multiple Comparisons 03:27:00
Assumptions and Residual Plots 00:04:56
Quiz – One-Way ANOVA 00:00:17
One-Way ANOVA Quiz 00:14:00
Minitab Tools – One-Way ANOVA 00:02:20
Exercise-One-Way ANOVA 00:00:47
One-Way ANOVA Exercise 00:14:00
Two-Way ANOVA-Basic Concepts 00:03:46
Two-Way ANOVA-Graphs 00:04:07
Two-Way ANOVA-Hypothesis Tests 00:01:37
Two-Way ANOVA-F-Statistics and P-Values 02:37:00
Two-Way ANOVA-Assumptions and Residual Plots 01:53:00
Quiz -Two-Way ANOVA 00:00:17
Two-Way ANOVA Quiz 00:18:00
Minitab Tools – Two-Way ANOVA 00:02:47
Exercise – Two-Way ANOVA 00:39:00
Two-Way ANOVA Exercise 00:12:00
ANOVA Summary-Objectives Review 00:00:15
Unit 7-Correlation and Regression
Correlation and Regression-Learning Objectives 00:00:18
Relationship between Two Quantitative Variables-Basic Concepts 03:57:00
Scatterplot 00:08:26
Correlation 00:07:49
Quiz – Relationship between Two Quantitative Variables 00:00:18
Relationship between Two Quantitative Variables Quiz 00:16:00
Minitab Tools – Scatterplot 00:01:40
Minitab Tools – Correlation 00:01:18
Exercise – Scatterplots and Correlation 00:00:55
Scatterplot & Correlation Exercise 00:10:00
Simple Regression- Basic Concepts 00:04:07
Regression 00:05:30
Hypothesis Tests and R2 00:05:00
Simple Regression-Assumptions and Residual Plots 00:04:46
Quiz –Simple Regression 00:00:16
Simple Regression Quiz 00:10:00
Minitab Tools – Simple Linear Regression 00:02:17
Exercise- Simple Regression 00:00:51
Simple Regression Exercise 00:16:00
Simple Regression Summary-Objectives Review 00:00:17
Unit 8 - Measurement and System Analysis
Measurement and System Analysis-Learning objectives 00:00:17
Fundamentals of Measurement System Analysis-Basic Concepts 04:02:00
Fundamentals of Measurement System Analysis-Accuracy 00:02:13
Precision 00:03:45
Comparing Accuracy and Precision 00:01:58
Quiz- Fundamentals of Measurement System Analysis 00:00:20
Fundamentals of Measurement System Analysis Quiz 00:14:00
Repeatability and Reproducibility-Basic Concepts 00:02:37
Gage R & R Studies 00:03:05
Quiz- Repeatability and Reproducibility 00:00:18
Repeatability and Reproducibility Quiz 00:14:00
Graphic Analysis of a Gage R & R Study-Basic Concepts 00:01:26
Components of Variation 00:04:16
X and R charts 00:04:45
Interaction between operator and part 00:02:36
Comparative Plots 03:15:00
Gage Run Charts 00:01:15
Quiz- Graphic Analysis of a Gage R & R Study 00:00:22
Graphic Analysis of a Gage R & R Study Quiz 00:18:00
Minitab Tools – Crossed Gage R & R Study 00:02:27
Minitab Tools – Gage Run Chart 00:01:39
Exercise-Graphic Analysis of a Gage R & R Study 00:00:49
Graphic Analysis of a Gage R & R Study Excercise 00:14:00
Standard Deviation and Study Variation 00:04:48
Tolerance 00:04:02
Quiz-Variation 00:00:17
Variation Quiz 00:12:40
Exercise-Numerical Analysis of a Gage R&R Study 00:00:51
Numerical Analysis of a Gage R&R Study Excercise 00:06:00
Variance Components 00:06:34
Analysis of Variance Tables 00:03:32
Quiz -ANOVA with a Gage R and R Study 00:00:19
ANOVA with a Gage R & R Study Quiz 00:00:00
Exercise-ANOVA Output a Gage R & R Study 00:00:47
Gage Linearity and Bias Study-Basics Concepts 00:03:22
Gage Linearity 00:02:46
Gage Bias 00:03:52
Quiz-Gage Linearity and Bias Study 00:00:16
Gage Linearity and Bias Study Quiz 00:14:00
Minitab Tools – Gage Linearity and Bias Study 00:01:40
Excercise-Gage Linearity and Bias 00:00:48
Gage Linearity and Bias Study Excercise 00:06:00
Attribute Agreement Analysis-Basic Concepts 00:02:50
Binary Data 00:04:15
Nominal Data 00:03:26
Ordinal Data 00:04:05
Quiz -Attribute Agreement Analysis 00:00:18
Attribute Agreement Analysis Quiz 00:16:00
Minitab Tools – Attribute Analysis with Binary Data 00:02:36
Minitab Tools – Attribute Analysis with Nominal Data 00:02:55
Minitab Tools – Attribute Analysis with Ordinal Data 00:02:39
Attribute Agreement Analysis-Objectives Review 00:00:11
Exercise -Attribute Agreement Analysis 00:01:01
Attribute Agreement Analysis Exercise 00:14:00
Unit 9 - Design of Experiments
Design of Experiments-Learning Objectives 00:00:22
Factorial Designs-Basic Concepts 00:06:08
Creating Factorial Designs 00:08:09
Analyzing full factorial design 00:06:48
Quiz -Factorial Designs 00:00:18
Factorial Designs Quiz 00:16:00
Minitab Tools- Create a Full Factorial Designs 00:02:45
Minitab Tools- Analyse a Full Factorial Designs 00:02:22
Exercise-Create a Full Factorial Design 00:00:44
Create a Full Factorial Design Exercise 00:04:00
Exercise-Analyze a Full Factorial Design 00:01:03
Analyse a Full Factorial Design Exercise 00:10:00
Blocking 00:03:39
Center Points 00:03:55
Analyzing Designs with Blocks and Center Points 00:06:23
Quiz -Blocking and Incorporating Center Points 00:00:19
Blocking and Incorporating Center Points Quiz 00:14:00
Minitab tools- Create a Fractional Design with Blocks and Center Points 00:03:05
Minitab tools- Analyze a Fractional Design with Blocks and Center Points 00:03:31
Exercise-Create a Fractional Design with Blocks and Center Points 00:00:48
Create a Fractional Design with Blocks and Center Points Exercise 00:06:00
Exercise- Analyze a Fractional Design with Blocks and Center Points 00:00:00
Analyse a Fractional Design with Blocks and Center Points Exercise 00:12:00
Fractional Factorial Designs-Basic Concepts 00:06:13
Create Fractional Factorial Designs 00:02:40
Analyze Fractional Factorial Designs 00:03:53
Quiz- Fractional Factorial Designs 00:00:18
Fractional Factorial Designs Quiz 00:12:00
Minitab Tools- Create a Fractional Factorial Design 00:03:06
Minitab Tools- Analyze a Fractional Factorial Design 00:03:35
Response Optimization 00:05:10
Quiz-Response Optimization 00:00:00
Response Optimization Quiz 00:06:00
Minitab Tools – Response Optimization 00:01:43
Exercise-Response Optimization 01:12:00
Response Optimization Exercise 00:00:00
Design of Experiments Summary-Learning Objectives 00:00:11
Mock
LSS Quiz 1 03:00:00
LSS Quiz 2 03:00:00
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