diff --git a/README.md b/README.md
index 27146719dfe9e05854b564c5f4e072b45418ecb9..9ce33c63d660cdce456b56db0b2eebdd3f024524 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # README
 
-Material related to planned machine learning workshop.
+Material related to the SIS machine learning workshop.
 
 ## Setting up the conda environment on personal computers
 
@@ -8,20 +8,23 @@ Material related to planned machine learning workshop.
 https://conda.io/docs/user-guide/install/
 
 * **Install the environment**
- * On Linux or Mac:
-Open a terminal and navigate to the workshop git repository
-Run the following command:
-`conda env create -f environment.yml`
- * On Windows
-  * Open the Anaconda Navigator
-  * Go to Environments
-  * Select Import at the bottom and specify the following
-    * Any name that you would like
-    * Specification File: Select the environment.yml file
+  * On Linux or Mac:
+  Open a terminal and navigate to the workshop git repository
+  Run the command: `conda env create -f environment.yml`
+  * On Windows
+    * Open the Anaconda Navigator
+    * Go to Environments
+    * Select Import at the bottom and specify the following
+      * Any name that you would like
+      * Specification File: Select the environment.yml file
 
 **Check installation**
 
-On **Linux**/**Mac** and **Windows** open a terminal and Anaconda command prompt, respectively and run the follwing commands
+On **Linux**/**Mac** - open a terminal
+
+On **Windows** - open Anaconda prompt
+
+and run the following commands:
 ~~~~
 conda activate machine_learning_workshop
 jupyter notebook