Joshi had his early education in Chandpur, district Bijnor and in Almora, from where his family hails. He completed his B.Sc. from Meerut College and M.Sc. from Allahabad University. In Allahabad, one of his teachers was Professor Rajendra Singh, who later became the RSS Sanghchalak.
