Revert "Fixed some spelling errors in the readme"

This reverts commit 59508f1f4d011f407f4da2a3e7a7c094c5d6402a.
Revert "Revert "Fixed some spelling errors in the readme""

This reverts commit 8e66899abfbc32edd387c055a0026b0f8f21f74f.