Linux based Operating System (distribution) for python, Maxima, C programming and jupyter notebook

We are fairly new to Linux. We are looking for Suitable Linux based Operating System (distribution) for python, Maxima (computer algebra system), c programming and jupyter notebook. We want to install these on 30 computer systems. Which Linux based Operating System would be useful? Is there any distribution which comes pre-installed with one or more of these? We will prefer to have some good GUI as users are not acquainted with Linux but familiar with Windows operating system. Ours is educational institute. Any help will be highly appreciated. Thanks.