Deputy Chief Minister Manish Sisodia said these centres would offer three-month certificate course in Sanskrit.
The government has constituted a committee to design the course syllabus within a month and the course will be of two- hour duration thrice a week.
Sisodia, who is also the Education minister, said the aim is to ensure that people get well versed in the language, the usage of which has now been "restricted to worship".
He said Sanskrit is taught in schools, but the focus is more on its technical and grammatical aspects.
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Sisodia, who also heads the Arts and Culture department, said the Sanskrit academy under the department will be offering the course and it will charge a nominal fee from the residents of Delhi.
The government has already announced that it would promote Hindi and other regional languages by extending financial assistance for opening up of literary clubs in the city.
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