fixing typos in a document

## Context

This issue involves fixing typos in a document to ensure its correctness.

## Acceptance criteria

- Identify and correct all typos in the document.
- Ensure that the document maintains clarity and accuracy after corrections.

## Other information

N/A


JIRA Issue: FR-1732