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Industrial Problem Solving - Advanced Techniques
Welcome to the Course
Welcome to the Course (3:19)
Meet the Instructor - Chris Butterworth, ASQ MBB, CMQ/OE, CQE, CRE
About the Instructor (6:52)
Why Develop Problem Solving Skills?
The Need for Problem Solving (3:58)
Getting Started with R and RStudio
Getting Started with R and RStudio (20:17)
Cost of Quality
Cost of Quality (9:41)
Import Your Data to R
Import Data (6:54)
Probability Distributions
Discrete Probability Distributions
Normal Distribution
Sampling Distributions (5:16)
Central Limit Theorem
Hypothesis Testing
Hypothesis Testing Introduction (10:35)
Testing to see if your process change worked.
Comparing two samples: are they the same or different?
Analysis of Variance (ANOVA)
Normality Test
Regression
Simple Linear Regression - what can we learn from a scatterplot?
Multiple Linear Regression - which of the many variables actually matter?
Logistic Regression - when your output is simply pass vs fail.
Multi Vari
Multi Vari Intro (9:49)
Multi Vari Plot in Excel (3:37)
Tukey-Duckworth Method (will blow you away).
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