typos on index

Author: minrk

index.md

@@ -7,17 +7,17 @@ This MPI tutorial is interactive, which means that all the code presented in can
 - [Jørgen S. Dokken](https://www.simula.no/people/dokken) (https://github.com/jorgensd) is a Research Engineer at Simula Research Laboratory
 - [Halvor Herlyng](https://www.simula.no/people/hherlyng) (https://github.com/hherlyng) is a PhD-candidate at the Department of Numerical Analysis and Scientific Computing at Simula Research Laboratory
 - [Sidney Pontes-Filho](https://www.simula.no/people/sidney) (https://github.com/sidneyp)  is a Post-Doctoral fellow at the Department of Numerical Analysis and Scientific Computing at Simula Research Laboratory.
-- [Benjamin Ragan-Kelley](https://www.simula.no/people/benjaminrk) (https://github.com/minrk) is a Senior Research Scientist at Simula Research Laboratory. He is the main developer of [IPythonParallel](https://ipyparallel.readthedocs.io/).
+- [Min Ragan-Kelley](https://www.simula.no/people/benjaminrk) (https://github.com/minrk) is a Senior Research Engineer at Simula Research Laboratory. He is the main developer of [IPython Parallel](https://ipyparallel.readthedocs.io/).
 
 ## About the content
 
-The content here is based on a large variety of sources, referenced in each indvidual page.
-The authors are greatful for the authors of all the resources.
+The content here is based on a large variety of sources, referenced in each individual page.
+The authors are grateful for the authors of all the resources.
 
 ## Citing
 Please cite this repo as
 *Budisa, A., Dokken, J. S., Herlyng, H., Pontes-Filho, S., & Ragan-Kelley, B. MPI tutorial. https://github.com/scientificcomputing/mpi-tutorial*
 
 ## Contents
 ```{tableofcontents}
-```
+```