small update

Author: thartland

README.md

@@ -123,9 +123,9 @@ HiOp supports three types of optimization problems, each with a separate input f
 
 More information on the HiOp interfaces are [here](src/Interface/README.md).
 
-# HiOpBBpy - python based black-box optimization
+# HiOpBBpy - Python based black-box optimization
 
-HiOpBBpy is a black-box (derivative free) Bayesian optimization solver for solving certain mathematical optimization problems. HiOpBBpy primarily targets problems for which the objective is very expensive and derivative information is not available. HiOpBBpy leverages MPI parallelism for batched Bayesian optimization methods and other embarassingly parallel tasks in said methods.
+HiOpBBpy is a black-box (derivative free) Bayesian optimization solver. HiOpBBpy primarily targets problems for which the objective is very expensive and derivative information is not available. HiOpBBpy leverages MPI parallelism for batched Bayesian optimization methods and other embarassingly parallel tasks in said methods.
 
 ## Build/install instructions