HRDF Course-Statistical Process Control (SPC) Training
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Tertiary Infotech
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Details
Statistical Process Control (SPC) is an important statistical tool for Continuous Improvement. It is widely used to control and assure process and product quality meet customer’s requirement This SPC course will provide participants with an understanding of some of the fundamental concepts behind SPC charts. It also covers how to monitor a process in real time to detect abnormalities, problem solving, and process improvement. s With proper implementation and execution, SPC allows an organization to effectively and efficiently maintain the desired quality level.
The topics include
- Understanding Variability
- SPC Charts
- Process Capabilities
- Process Improvement Methods
Outline
Module 1 Understanding Variability
- Normal Distribution
- Histogram
- Test of Normality and Outliners
- Central Limit Theorems
Module 2 SPC Charts
- Principles of SPC Charts
- X-Bar and R charts
- X-Bar and S charts
- P-charts
- np-charts
- c-charts
Module 3 Process Capability Analsysis
- Cp, Cpk Indices
- Gage capability
Module 4 SPC Implementation
- Data Gathering Techniques
- Calculation of Control Limits
- Interpretation for Process Capability
Module 5 Process Improvement
- Pareto Analysis
- Cause and Effect Analysis
Speaker/s
Dr. Zahra Nazemi has PhD in mathematical statistics from Universiti Putra Malaysia. Her research interests are applied statistics, medical statistics, Bayesian statistics, statistical inference and Software R. She has worked as a lecturer in different
universities for more than 4 years. She also consulted and worked on assignments for parametric and non-parametric analysis, univariate and multivariate regression analysis in various areas such as medical, economics and psychology. Her other skills are knowledge
of research methodology, extensive experience with R, SPSS, AMOS, Excel and MINITAB and writing and presenting reports. Moreover, she conducted special training program in mathematical programming including optimization, advanced multivariate data analysis,
and simulation techniques.
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Tertiary Courses Malaysia is a HRDF Approved Training Provider in Malaysia. We offers wide range of classroom instructor-led technical training courses for working professionals and executives in Malaysia.
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