📝[Docs]: Improve the docs, remove typos and grammatical errors

[Bushra-gh]

Is there an existing issue for this?

• I have searched the existing issues

Issue Description

There are minor typos and grammatical errors in the docs.
I'd like to work on it.

Suggested Change

Removing typos and errors.

Rationale

It will make the docs more professional.

Urgency

High

Record

• I have read the Contributing Guidelines
• Are you a GSSOC'25 contributor
• I want to work on this issue

[github-actions]

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[github-actions]

👤 Issue assigned to @Bushra-gh.

[github-actions]

✅ This issue has been closed. Thank you for your contribution!