Pursue Data Science course full time in india

Hi, I have total of 10 years of experience in IT, working mainly on Data warehousing, ETL, BI technologies.
I want a to make a transition by shifting to Data Science.
All the experienced people please guide me if I should leave my job to pursue the course full time from any college or do I go for some online course.
Thanks in advance.

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