diff --git a/docs.it4i/index.md b/docs.it4i/index.md
index ce120df0c8ba18f5f9623e4d5d80a3935b315eb0..8c5918ce6b3b7a66783c67a87fd6c360d4926421 100644
--- a/docs.it4i/index.md
+++ b/docs.it4i/index.md
@@ -1,17 +1,17 @@
# Documentation
-Welcome to the IT4Innovations documentation pages. The IT4Innovations national supercomputing center operates the supercomputers [Anselm][2], [Barbora][3] and [Salomon][1]. The supercomputers are [available][4] to the academic community within the Czech Republic and Europe, and the industrial community worldwide. The purpose of these pages is to provide comprehensive documentation of the hardware, software and usage of the computers.
+Welcome to the IT4Innovations documentation. The IT4Innovations National Supercomputing Center operates the [Anselm][2], [Barbora][3], and [Salomon][1] supercomputers. The supercomputers are [available][4] to the academic community within the Czech Republic and Europe, and the industrial community worldwide. The purpose of these pages is to provide comprehensive documentation of the hardware, software and usage of the computers.
## How to Read the Documentation
-1. Read the list in the left column. Select the subject of interest. Alternatively, use the Search tool in the upper right corner.
+1. Select the subject of interest from the left column or use the Search tool in the upper right corner.
1. Scan for all the notes and reminders on the page.
1. Read the details if still more information is needed. **Look for examples** illustrating the concepts.
## Getting Help and Support
!!! note
- Contact [support\[at\]it4i.cz][a] for help and support regarding the cluster technology at IT4Innovations. Use **Czech**, **Slovak** or **English** language for communication with us. Follow the status of your request to IT4Innovations [here][b]. The IT4Innovations support team will use best efforts to resolve requests within thirty days.
+ Contact [support\[at\]it4i.cz][a] for help and support regarding the cluster technology at IT4Innovations. For communication, use the **Czech**, **Slovak**, or **English** language. Follow the status of your request to IT4Innovations [here][b]. The IT4Innovations support team will use best efforts to resolve requests within thirty days.
Use your IT4Innovations username and password to log in to the [support][b] portal.
@@ -20,12 +20,12 @@ Use your IT4Innovations username and password to log in to the [support][b] port
!!! note
You need basic proficiency in Linux environments.
-In order to use the system for your calculations, you need basic proficiency in Linux environments. To gain this proficiency we recommend you read the [introduction to Linux][c] operating system environments, and install a Linux distribution on your personal computer. A good choice might be the [CentOS][d] distribution, as it is similar to systems on the clusters at IT4Innovations. It's easy to install and use. In fact, any Linux distribution would do.
+In order to use the system for your calculations, you need basic proficiency in Linux environments. To gain this proficiency, we recommend you read the [introduction to Linux][c] operating system environments, and install a Linux distribution on your personal computer. A good choice might be the [CentOS][d] distribution, as it is similar to systems on the clusters at IT4Innovations. It is easy to install and use. In fact, any Linux distribution would do.
!!! note
Learn how to parallelize your code!
-In many cases, you will run your own code on the cluster. In order to fully exploit the cluster, you will need to carefully consider how to utilize all the cores available on the node and how to use multiple nodes at the same time. You need to **parallelize** your code. Proficieny in MPI, OpenMP, CUDA, UPC or GPI2 programming may be gained via [training provided by IT4Innovations][e].
+In many cases, you will run your own code on the cluster. In order to fully exploit the cluster, you will need to carefully consider how to utilize all the cores available on the node and how to use multiple nodes at the same time. You need to **parallelize** your code. Proficiency in MPI, OpenMP, CUDA, UPC, or GPI2 programming may be gained via [training provided by IT4Innovations][e].
## Terminology Frequently Used on These Pages
@@ -34,7 +34,7 @@ In many cases, you will run your own code on the cluster. In order to fully expl
* **core-hour:** also normalized core-hour, NCH. A metric of computer utilization, [see definition][5].
* **job:** a calculation running on the supercomputer - the job allocates and utilizes the resources of the supercomputer for certain time.
* **HPC:** High Performance Computing
-* **HPC (computational) resources:** corehours, storage capacity, software licences
+* **HPC (computational) resources:** corehours, storage capacity, software licenses
* **code:** a program
* **primary investigator (PI):** a person responsible for execution of computational project and utilization of computational resources allocated to that project
* **collaborator:** a person participating in the execution of a computational project and utilization of computational resources allocated to that project
@@ -43,15 +43,15 @@ In many cases, you will run your own code on the cluster. In order to fully expl
## Conventions
-In this documentation, you will find a number of pages containing examples. We use the following conventions:
+In this documentation, you will find a number of examples. We use the following conventions:
-Cluster command prompt
+Cluster command prompt:
```console
$
```
-Your local linux host command prompt
+Your local Linux host command prompt:
```console
local $