Do I need to set up a separate Turbo Tax account to complete tax returns for my adult, dependent, college student children? This is my first time using Turbo Tax.....

Yes, if you are using Turbo Tax online, you will need a separate account for each taxpayer. If you use the same account, the information will over right the last return filed, and you will not be able to retrieve that information.