While basic data analytics can be done by using data in CSV or Excel files but most common data analytics in organizations will require querying data from databases.
As beginner gaining database skills will help you hit the ground running. Following step by step tutorial can teach you skills to understand database concepts.
SQL Tutorial on W3 Schools
We will be providing datasets that you can setup in mySQL database and practice your skills