From my experience, I can tell it may take 2 months to study for the AWS solutions architect exam. I have enrolled in an AWS Training course by Intellipaat, which is the best course to study for the AWS solutions architect exam. I used to spend a minimum of 2 hrs/day and used to do hands-on using AWS free tier on weekends.
You can watch this video to understand more about AWS Solutions Architect Certification: