Belfield Consulting & Training
TECHNICAL PROBLEM SOLVING
Technical Problem Solving
A fiveday onsite workshop
This is an advanced problemsolving training workshop for technical teams looking to develop their analytical skills. This course was developed by an experienced Master Black Belt and includes material on clue generating techniques. Learn the key ideas from the fields of applied statistics and data analysis.
Students will also learn to use opensource software (R and RStudio) for generating plots and for statistical analysis.
Your team will learn these techniques while using their own data. Nothing enhances learning like relevant examples.
COURSE OUTLINE
Technical Problem Solving for Manufacturers and Product Developers (5 Days)
Day One

Cost of Quality

Root Cause Analysis

Barrier Analysis

Intro to R and RStudio

Looking at your Data  generating insightful charts

Basic Statistics Review

Probability Distributions
Day Two

Sample Size Determination

Sample sizes for binary (e.g. pass / fail) data

Sample sizes for variable data


Hypothesis Testing

One sample test of the mean

Two sample test of the mean

One sample test of the variance

Two sample test of the variance

ANOVA


Randomization distribution
Day Three

Simple Linear Regression

Residual Analysis

Predicting

Multiple Linear Regression

Logistic Regression
Day Four

Statistical Thinking

Statistical Engineering

Finding the Dominant Source

Measurement Systems Analysis

Variation Reduction
Day Five

Multi Vari Analysis

Extreme Value Testing

Tukey's End Count

Covariate Generation

Sum of Variances technique
This five day workshop can be split into onedayperweek or we can run it five days straight.
Call, email or fill in the form below to arrange this workshop on site for your team.
Chris Butterworth
604 728 9405