How To Automate Your Statistical Data Analysis

April 3, 2022

During my university studies, I attended a course named Statistical Data Analysis. I was excited about this course because it taught me all the basic statistical analysis methods such as (non-)linear regression, ANOVA, MANOVA, LDA, PCA, etc. However, I never learned about the business application of these methods. During the course, we worked with several examples. Still, all the samples were CSV datasets, mainly fromĀ Kaggle. I wondered how I could perform some statistical analysis over a database such as Postgres and automate it by creating a pipeline, trying all possible combinations of columns, yielding a result saying which models are better than others. Years passed by, and now I am here to present you with my proof of concept of statistical data analysis automation.

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