Workflow ideas for new projects

[#1]

Hi all, 

After a year of playing around with JMP, I'm extremely satisfied with using it as my main data exploration platform. However, I'm overwhelmed about the tremendous amount of ways I can begin to explore my data. When starting a new project, let's say a biomonitoring study for instance, where does one begin their workflow? Are there any literature on JMP for starting a project from beginning to reporting? 

My initial plan (feel free to judge):

• Explore missing data. 
• Impute missing data. 
• Explore outliers. 
• Reduce dimensionality with PCA, UMAP. 
• Clustering HCA.
• Factor Analysis?

I do not think there is a definitive answer here, but I'm looking to get some good material to figure out how to best manage this project.