Before I write tutorials on SQL, the first step is showing how to restore a backup file in SQL Server Management Studio so we can dig into SQL queries and business/data analytics.
Believe it or not, a lot of data analysis can be done with Excel without having to jump into Python or R. Most of the time, a pivot table in Excel can answer the business questions needed by management to make timely decisions.
The importance of the distinction depends on the context. For example, normally this is not very important and most people use database systems, interchangeably with database and DBMS.
One of my first jobs in the IT field doing queries into a large database for a telephone company. Something that could be called Big Data and my job was to get insights out of it like a data engineer, data scientist, or data analyst.
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