Edited algorithm efficiency paragraph to remove "be" from the sentence "Since the algorithms today..."
I also adjusted the period spacing at the end of the algorithm efficiency paragraph.
* Added few lines about big o notation
I think this description was missing the basic understanding of running time which can be mastered using big o notation.
* Update index.md
* Update index.md
* Update index.md