diff --git a/README.md b/README.md
index 07a0da68..020917cd 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 [This project](https://github.com/ahmedfgad/GeneticAlgorithmPython) is part of [PyGAD](https://pypi.org/project/pygad) which is an open-source Python 3 library for building the genetic algorithm and optimizing machine learning algorithms. 
 
-Check documentation of the [GeneticAlgorithmPython](https://github.com/ahmedfgad/GeneticAlgorithmPython) project in the PyGAD's documentation: https://pygad.readthedocs.io/en/latest/README_pygad_ReadTheDocs.html
+Check Documentation of the [GeneticAlgorithmPython](https://github.com/ahmedfgad/GeneticAlgorithmPython) project in the PyGAD's documentation: https://pygad.readthedocs.io/en/latest/README_pygad_ReadTheDocs.html
 
 [PyGAD](https://pypi.org/project/pygad) supports different types of crossover, mutation, and parent selection. [PyGAD](https://pypi.org/project/pygad) allows different types of problems to be optimized using the genetic algorithm by customizing the fitness function. 
 
@@ -22,7 +22,7 @@ To donate using PayPal, use either this link: [paypal.me/ahmedfgad](https://payp
 
 To install [PyGAD](https://pypi.org/project/pygad), simply use pip to download and install the library from [PyPI](https://pypi.org/project/pygad) (Python Package Index). The library lives a PyPI at this page https://pypi.org/project/pygad.
 
-For Windows, issue the following command:
+For Windows, Issue the following command:
 
 ```python
 pip install pygad