diff --git a/WINDOWS_INSTALL.md b/WINDOWS_INSTALL.md
index 78c43400..4391a1da 100644
--- a/WINDOWS_INSTALL.md
+++ b/WINDOWS_INSTALL.md
@@ -1,29 +1,29 @@
 # Prepare your environment.
 
-Download the latest version of python and Mycrosoft c++ redistributable
+Download the latest version of python and Microsoft c++ redistributable
 
 * [Microsoft C++ redistributable](https://www.microsoft.com/en-ca/download/details.aspx?id=48145)
 * [Python environment](https://www.python.org/downloads/)
 
 # Get the code.
 
-1. First thing you will need is an editor for your source code, that's a personal choice, but we would like to recomend PyCharm community edition, a wonderful open source python editor
+1. First thing you will need is an editor for your source code, that's a personal choice, but we would like to recommend PyCharm community edition, an excellent open-source python editor.
 
 [PyCharm Community edition](https://www.jetbrains.com/pycharm/download/download-thanks.html?platform=windows&code=PCC)
 
-2. Run the installer, and follow the instalation instructions for PyCharm, you may change a few options, but the default ones, should be fine.
+2. Run the installer, and follow the installation instructions for PyCharm, you may change a few options, but the default ones should be fine.
 
-3. Open pycharm and click on **"Get from Version Control"**.
+3. Open PyCharm and click on **"Get from Version Control"**.
 
 ![pycharm wellcome screen](./docs/img/img_0.png)
 
-4. Select Git as the version control and set the url to [libs repository](https://binarycat.org/git/Guille/libs.git) as shown in the picture.
+4. Select Git as the version control and set the URL to [libs repository](https://binarycat.org/git/Guille/libs.git) as shown in the picture.
 
 
 ![pycharm get from version control screen](./docs/img/img_1.png)
 
 
-You may need to install git, by clicking at ***Download and install***
+You may need to install Git, by clicking at ***Download and install***.
 
 5. Click Clone to download CERC libs source code.
 
@@ -34,26 +34,25 @@ you will end with a project like this.
 
 # Configure PyCharm.
 
-We use 2 spaces as a tab instead standard [pep8](https://www.python.org/dev/peps/pep-0008/) 4 spaces indentation.
-
-this option could be configured in PyCharm at the settings screen as shown in the picture.
+We use two spaces as a tab instead of standard [pep8](https://www.python.org/dev/peps/pep-0008/) four spaces indentation.
+This option could be configured in PyCharm at the settings screen, as shown in the picture.
 
 ![pycharm configuration screen](./docs/img/img_5.png)
 
 
-# Start your own project.
+# Start your project.
 
-1. Click on file new project like in the image
+1. Click on file new project like in the image.
 
 ![pycharm new project screen](./docs/img/img_3.png)
 
-2. Go to project settings and add the libs project to your own as shown in the picture
+2. Go to project settings and add the libs project to your own, as shown in the picture.
 
 ![pycharm new project screen](./docs/img/img_4.png)
 
-3. Add your first file to your project and click in install requirements to automatically download all the dependencies
+3. Add your first file to your project and click in install requirements to automatically download all the dependencies.
 
-4. When all the dependencies are satistied, we are good to go to start importing our first model.
+4. When all the dependencies are satisfied, we are good to go to start importing our first model.
 
 by adding the following code to our main.py