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In Section 1 we have an introduction where we will look at the Agenda of course.
Next In section 2 we have graphical Analysis where we will look at different types of data types, different types of graphs with both theoretical concepts and how to plot those graphs using hypothetical data sets.
Next in In Section 3, we will look at descriptive statistics. In this section we will look at what is mean, median, range, variance and standard deviation with formulas, once theoretical concepts are understood then we will look at how to calculate descriptive statistics in Minitab.
In the next section 4, we will look at inferential statistics. In this section, we will look at concepts like inferential statistics, what is meant by random sampling, sampling distribution, central limit theorem, and t-distribution introduction concepts.
Next in section 5, we will look at hypothesis testing, in this section, we will look at concepts like confidence intervals, hypothesis testing, null hypothesis, alternate hypothesis, type I and type II errors and we will look at hypothesis tests like 1 sample t-test, 2 sample t-test, 2 variance test, paired t-test, 1 proportion test, 2 proportion test, chi-square test, etc.
Next in section 6, we will look at statistical process control charts. In this section, we will look at horizontal lines in control charts like mean, upper control limit, lower control limit, and we will look at the pre-requisites for a process to be a stable process.
In Section 7 we have an introduction where we will look at the Agenda of course.
Next In section 8 and section 9 we have Process Capability where we will look at process capability indices like cp, cpk, pp, ppk, sigma level and parts per million for both normal data and non-normal data theory and case studies using minitab.
Next in In Section 10 one way and two-way ANOVA concepts using hypothesis tests using F and P values both theory and case studies using Minitab.
Similarly, in section 11 we will talk about correlation and regression concepts with theory and examples using Minitab.
In section 12 we will discuss measurement system analysis and how gage r and r studies are conducted in Minitab using theory and examples.
Finally, in section 13 we will talk about the design of experiments including blocking and center points concepts using Minitab and examples.
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