diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 72c52f4..d09b694 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,36 +1,25 @@
-We welcome contributions from everyone, regardless of experience level. Here are some ways you can contribute to the DDoS-Attack-Detection-and-Mitigation project:
+## We welcome contributions from everyone, regardless of experience level. Here are some ways you can contribute to the DDoS-Attack-Detection-and-Mitigation project:
 
-Report bugs. If you find a bug, please report it on GitHub. Include a detailed description of the bug, including steps to reproduce it.
-Suggest new features. If you have an idea for a new feature, please create a GitHub issue to discuss it.
-Improve the documentation. If you find any errors or omissions in the documentation, please submit a pull request to fix them.
-Write code. If you have experience with Python and Machine Learning, you can contribute to the codebase. Please follow the coding conventions and submit pull requests for your changes.
-Getting started
-To get started contributing to the DDoS-Attack-Detection-and-Mitigation project, you will need to:
+* Report bugs: If you find a bug, please report it on GitHub. Include a detailed description of the bug, including steps to reproduce it.
+* Suggest new features: If you have an idea for a new feature, please create a GitHub issue to discuss it.
+* Improve the documentation: If you find any errors or omissions in the documentation, please submit a pull request to fix them.
+* Write code: If you have experience with Python and Machine Learning, you can contribute to the codebase. Please follow the coding conventions and submit pull requests for your changes.
 
-Fork the repository.
-Clone your fork to your local machine.
-Install the required dependencies.
-Create a new branch for your work.
-Make your changes.
-Test your changes.
-Commit your changes and push them to your fork.
-Submit a pull request to the main repository.
-Coding conventions
-Please follow the following coding conventions when contributing to the DDoS-Attack-Detection-and-Mitigation project:
+## Getting started
+### To get started contributing to the DDoS-Attack-Detection-and-Mitigation project, you will need to:
 
-Use 4 spaces for indentation.
-Use a single line break between functions and classes.
-Use a double line break between top-level sections of a file.
-Use snake_case for variable names and function names.
-Use PascalCase for class names.
-Add type hints to all variables and functions.
-Add comments to your code to explain what it is doing.
-Testing
-Please test your changes thoroughly before submitting a pull request. You can test your changes by running the following commands:
+* Fork the repository.
+* Clone your fork to your local machine.
+* Install the required dependencies.
+* Create a new branch for your work.
+* Make your changes.
+* Test your changes.
+* Commit your changes and push them to your fork.
+* Submit a pull request to the main repository.
 
-This will run all of the unit tests for the project.
 
-Submitting a pull request
+
+## Submitting a pull request
 To submit a pull request, please follow these steps:
 
 Go to your fork of the repository on GitHub.