Statistical Quality Control

• Data obtained from manufacturing assemblies
• Central idea is to ensure that all components are manufactured within the specified tolerance
• Important to identify deviations from the norm as soon as possible to prevent wastage

Value Add

• Low latency calculations performed using in-database analytics
• New data captured from assembly lines can be analyzed instantaneously i.e., within 2-3 seconds

Analytics Used

• t-Test, z-Test
• ANOVA, ANCOVA
• Kruskal Wallis Test
• Linear Regression
• Classification Methods