Guru Poornima is a significant day in which various interpretations highlight the teachings of the great sages and the completion of the Brahma Sutras by Vyasa. The teacher encourages students to recommit to their guru's message and suggests that celebrations involve remembering the guru and promoting practices like namasmaran despite criticism from others. He emphasizes the importance of conviction in practicing and spreading these teachings as essential for personal and universal growth.