diff --git a/Marketing/Generation of Individual Playlists/notebook.ipynb b/Marketing/Generation of Individual Playlists/notebook.ipynb
index aa51c82999aadb537175c3fd587686d7c919b498..5fca32d262718ac9a0a262f876351b7269fb9d6c 100644
--- a/Marketing/Generation of Individual Playlists/notebook.ipynb	
+++ b/Marketing/Generation of Individual Playlists/notebook.ipynb	
@@ -1475,7 +1475,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.5"
+   "version": "3.7.4"
   }
  },
  "nbformat": 4,
diff --git a/README.md b/README.md
index ed3954fe4ab5a09280edd5d322deb5ad13abd7f3..119e71314ef7a2135c8334c2af8f7de6159d957e 100644
--- a/README.md
+++ b/README.md
@@ -80,7 +80,7 @@ example: <a href="https://colab.research.google.com/github/AlexRossmann/machine-
 
 
 ### Setup python virtual environment
-to setup the virtual environment download [python 3.8](https://www.python.org/downloads/release/python-389/), and run the following commands.
+To setup the virtual environment download [python 3.8](https://www.python.org/downloads/release/python-389/), and run the following commands.
 We recommend using python 3.8, as this release is the most reliable with the tensorflow module.   
 All notebooks in this repo have been verified to run with *python 3.8* and the dependencies listed in *requirements.txt*
 
@@ -97,4 +97,4 @@ or run
 ```bash
 jupyter notebook
 ```
-in the same Terminal.
+in the same terminal.