Data Science- Hypothesis Testing Using Minitab and R

Introduction to Hypothesis Testing, Performing Parametric and non parametric tests, Analysis of Variance

Data Science - Hypothesis Testing using Minitab, R is designed to cover majority of the capabilities from Analytics & Data Science perspective, which includes the following:

• Learn how to formulate a hypothesis statements with business context
• Preform 2 sample t test for continuous output with discrete inputs in 2 categories
• Using ANOVA for continuous outputs with more than 2 discrete categories of inputs
• Performing 2 – proportion test for discrete output and discrete inputs in 2 categories
• The Chi – Square test for discrete outputs with multiple discrete inputs 
• Introduction to Non Parametric tests like: Mann Whitney test, Paired T test, Moods median Test and Tukey pairwise comparisons  
• Learn about Hypothesis testing techniques & how to accomplish the same using R and Minitab