Not only professional programmers but also beginners are able to use programming.
If our purpose is to sell programs, we may have to study hard. But if our purpose is self-use, programming is not so difficult. Hand-made program is a powerful tool for data science .
If your PC has MS-Excel, you already have a programming language to use. It is VBA. VBA helps the data analysis of MS-Excel.