In spite of these discrepancies, data science and data analysis are intently related fields and sometimes have to have similar talent sets. Both fields require a sound foundation in studies, programming, and data visualization, plus the potential to speak findings efficiently to equally technical and non-technical audiences. Produce software on https://www.youtube.com/c/VenturaIT