docs: fix typos in some files

[khanhkhanhlele]

This PR fixes typos in the file file using codespell.

[gemini-code-assist]

Summary of Changes

Hello @khanhkhanhlele, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on improving the overall quality and professionalism of the codebase by addressing several typographical errors. By correcting these minor yet impactful mistakes, the PR ensures that documentation and code comments are clear, accurate, and easy to understand, contributing to better maintainability and developer experience. The changes were systematically applied using the codespell tool.

Highlights

• Typo Corrections: Multiple common spelling errors such as 'followings', 'idealy', 'intructions', 'vizualize', 'sucessfully', and 'Initialzes' have been identified and corrected across various files.
• Documentation and Comment Clarity: The changes enhance the readability and accuracy of both inline code comments and documentation within Python files and a Jupyter Notebook.
• Codespell Usage: The typos were fixed using the codespell tool, ensuring a systematic approach to maintaining code quality.

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[gemini-code-assist]

Code Review

This pull request effectively addresses several typos across various documentation and code comment files. The changes are straightforward and improve the overall clarity and professionalism of the content. All identified typos have been corrected accurately, aligning with the PR's objective to fix these issues using codespell.

[adk-bot]

Thank you @khanhkhanhlele for your contribution! 🎉

Your changes have been successfully imported and merged via Copybara in commit 51dee43.

Closing this PR as the changes are now in the main branch.