Fixed Typos in Tutorial

Fixed "Welcome" spelling throughout the tutorial.
Merge pull request #1160 from sayak-sarkar/gh-pages

Fixed Typos in Tutorial
fixed typo in tutorial
Merge pull request #1179 from altschuler/patch-1

fixed typo in tutorial