Recommended guides and videos​

• Opening JMP and Getting Started
• Graph Builder
• Tabulating Data
• Mosaic Plot and Contingency Table
• Random Sampling and Random Data
• Sample Size and Power for One Sample Mean
• Sample Size and Power for Two Sample Means
• Bootstrapping
• Randomization Testing
• Two Sample t-Test and CIs
• Two Proportions Test and Confidence Interval
• Paired t-Test and CI
• One Way ANOVA
• Two-Way (Factorial) ANOVA
• Chi-Square Test for a Two-Way Table
• Sample Size and Power for One Sample Proportion
• Sample Size and Power for Two Proportions
• Correlation
• Simple Linear Regression
• Multiple Linear Regression
• Simple Logistic Regression
• Multiple Logistic Regression
• Stepwise Regression
• Clustering
• Principal Components Analysis
• Factor Analysis
• Discriminant Analysis
• Classification Trees (Partition)
• Regression Trees (Partition)
• Naive Bayes
• K Nearest Neighbors
• Neural Networks
• Support Vector Machines
• Support Vector Regression
• Creating a Validation Column (Holdout Sample)
• Model Comparison and Selection
• Text Mining - Describing Unstructured Text Data
• Text Mining - Analyzing Unstructured Text Data
• Association Analysis (Market Basket Analysis)

The complete collection of guides and videos can be found at the JMP Learning Library.