Merge pull request #75 from aws-samples/markdown-fixes-11-25

Typo fixes

src/braket/experimental/algorithms/grovers_search/grovers_search.md

@@ -1,4 +1,4 @@
-Grover's algorithm is arguably one of the canonical quantum algorithms that kick-started the field of quantum computing. In the future, it could possibly serve as a hallmark application of quantum computing. Grover's algorithm allows us to find a particular register in an unordered database with Nentries in just O(sqrt(N)) steps, compared to the best classical algorithm taking on average N/2 steps, thereby providing a quadratic speedup. For large databases (with a large number of entries, N), a quadratic speedup can provide a significant advantage. For a database with one million entries, a quantum computer running Grover's algorithm would need about 1000 runs, while a classical computer would need, on average, 500,000 runs.
+Grover's algorithm is arguably one of the canonical quantum algorithms that kick-started the field of quantum computing. In the future, it could possibly serve as a hallmark application of quantum computing. Grover's algorithm allows us to find a particular register in an unordered database with N entries in just O(sqrt(N)) steps, compared to the best classical algorithm taking on average N/2 steps, thereby providing a quadratic speedup. For large databases (with a large number of entries, N), a quadratic speedup can provide a significant advantage. For a database with one million entries, a quantum computer running Grover's algorithm would need about 1000 runs, while a classical computer would need, on average, 500,000 runs.
 
 <!--
 [metadata-name]: Grover's Search

src/braket/experimental/algorithms/shors/shors.md

@@ -1,7 +1,7 @@
 Shor's algorithm is used to find prime factors of an integer. On a quantum computer, Shor's algorithm runs in polynomial time and is almost exponentially faster than the most efficient known classical factoring algorithm.
 
 <!--
-[metadata-name]: Shors's Algorithm
+[metadata-name]: Shor's Algorithm
 [metadata-tags]: Textbook
 [metadata-url]: https://github.com/aws-samples/amazon-braket-algorithm-library/blob/main/src/braket/experimental/algorithms/shors
 -->