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30 lectures
2 months
Basic statistics.
Types of data.
Scale of data.
Data conversion.
Descriptive statistics.
The Gaussian distribution.
The empirical rule.
Normality & non-normality.
Data visualization & graphing.
Inferential statistics.
Data collection.
Sampling.
The central limit theorem.
Test of hypothesis for all types of data.
Scatter plot.
Correlation.
Simple regression.
Polynomial regression.
Multiple linear regression.
Confidence intervals & prediction intervals.
Statistical process control (Control charts).
Examples & exercises for all the topics on Minitab statistical software.