Greetings,
Yes, you can definitely pursue you M.Ed as it is a masters course with no age limit. You need to have an average aggregate of 50-6-% (based on colleges) to get admission. You can pursue it full time by clearing national level exams for M.Ed in DU or Jamia or BHU, otherwise there are some good universities offering distance courses as well.
As for the study material, if you enroll into a college then they would provide or recommend books and resources as per their requirements, even open universities with distance courses usually include books in the fees package which they deliver to the student's house by post.
Best of luck!
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