📝 Fix typos and enhance formatting in README.md addressing #1266

[LitZeus]

Description

This pull request addresses the issues identified in issue #1266, where the README.md file contains various typos and improperly formatted headings. The changes include correcting typographical errors and ensuring that all headings are consistently formatted for improved readability.

These enhancements will increase the quality of the documentation, making it easier for users and developers to understand the project's context and usage. No additional dependencies are required for this change.

Fixes #1266

Type of change

• Added a new machine learning framework, library, or software.
• Documentation update

Checklist:

• My code follows the style guidelines of this project.
• I have performed a self-review of my own code.
• I have commented my code, particularly in hard-to-understand areas.
• I have made corresponding changes to the documentation.
• My changes generate no new warnings.

[github-actions]

Thank you for submitting your pull request! 🙌 We'll review it as soon as possible. In the meantime, please ensure that your changes align with our CONTRIBUTING.md. If there are any specific instructions or feedback regarding your PR, we'll provide them here. Thanks again for your contribution! 😊