This document examines two publicly available datasets regarding machine learning regression and classification via descriptive and exploratory analysis. The evaluation is preceded by a detailed description of the topic and all steps (including tricks) are commented and explained. The document contains all the codes used, and those who can program at a beginner's level will be able to apply the pipeline to another problem.