Course Outline
Introduction
Six Sigma Overview
- Lean Six Sigma vs Six Sigma
- Management System
- Maturity Continuum
Six Sigma Phases
- Define phase
- Measure phase
- Analyze phase
- Improve phase
- Control phase
Statistical Analysis Basics in Minitab
- Descriptive statistics
- Inferential statistics
- Data Types
Preparing the Development Environment
- Installing and configuring Minitab
Graphs and Statistics
- Creating graphs with plots and charts
- Working with descriptive statistics
Probability and Process Capability
- Defining probability
- Using distributions
- Calculating process capability
- Processing performance
Correlation Regression and Hypothesis Testing
- Creating an appropriate diagram
- Calculating correlation coefficients
- Performing Z tests and t-tests
Summary and Conclusion
Requirements
- A basic understanding of computers
Audience
- Data Analysts
Testimonials (8)
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
Rhian Hughes - Public Health Wales NHS Trust
Course - Introduction to Data Visualization with Tidyverse and R
We were using road accident data for practicals
Maphahamiso Ralienyane - Road Safety Department
Course - Statistical Analysis using SPSS
Well thought out and high grade planning materials.
Andrew - Office of Projects Victoria - Department of Treasury & Finance
Course - Forecasting with R
Wasn't boring, the trainer could keep the attention, the topics were covered in depth.
Marta - Ministerstwo Zdrowia
Course - Advanced R Programming
Very tailored to needs.
Yashan Wang
Course - Data Mining with R
The subject matter and the pace were perfect.
Tim - Ottawa Research and Development Center, Science Technology Branch, Agriculture and Agri-Food Canada
Course - Programming with Big Data in R
At the end of the class, we had a great overview of the language, we were provided tools to continue learning and were provided suggestions on how to continue learning. We covered AI/ML information.
Victor Prado - Global Knowledge Network Training Ltd
Course - R
That Haytham started with the basics and gave us enough time to do the examples and ensure that we were at the same page before we moved on to the next topic.