When I started my first data analytics and machine learning project, I wanted to get straight to the exciting part: training a model.

I downloaded a dataset from Kaggle, chose a basic classification model, trained it, and started making predictions.

But the results were strange.

My predictions didn't look right, and metrics such as accuracy and...