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Disclaimer & Legal Notice

Please read this disclaimer carefully before using Learn AI with Ajesh. By accessing this website, you agree to the terms described below.

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General Disclaimer

The information provided on Learn AI with Ajesh (learnaiwithajesh.com) is published by Ajesh Kumar Rana, a Senior Data Scientist | Agentic AI Developer based in Bhubaneswar, Odisha, India, for educational and informational purposes only.

While every effort is made to keep information accurate and up to date, no representation or warranty, express or implied, is made regarding the accuracy, completeness, reliability, suitability, or availability of the content. The AI and Data Science fields evolve rapidly — information published today may become outdated as new tools, models, and research emerge.

Nothing on this website constitutes professional advice of any kind — technical, legal, financial, or career-related. Always consult a qualified professional before making decisions in production or critical systems.

Educational Purpose Only

All blog posts, tutorials, code examples, guides, and videos published on this website are created for learning and skill-building purposes. They are not intended to be used directly in production, commercial, or mission-critical environments without thorough review and adaptation.

  • Content is written based on the author's professional experience and understanding at the time of writing
  • Opinions expressed are personal and do not represent the views of any employer or organisation
  • Examples use simplified scenarios to aid understanding — real-world implementations may require significant modifications
  • Course content, learning paths, or roadmaps reflect the author's perspective and may not suit every learner's goals

Code & Technical Content

Code snippets, scripts, notebooks, and technical implementations shared on this website are provided as educational demonstrations only.

  • Code may contain bugs, simplifications, or security vulnerabilities not suitable for production use
  • Framework and library versions change frequently — code that works today may require updates in future
  • Always review, test, and audit code thoroughly before deploying to any live or production system
  • The author is not responsible for any data loss, system failure, or security breach resulting from the use of code shared on this site

Never run code from any website, including this one, in production without proper review, security assessment, and testing in a safe environment first.

AI & Machine Learning Considerations

As an AI and Data Science education platform, the following specific considerations apply:

Model Bias & Ethics

AI models discussed on this website may reflect biases present in training data. We encourage learners to study AI ethics, fairness, and responsible AI practices alongside technical skills.

Framework Versions

Implementation details for libraries like TensorFlow, PyTorch, scikit-learn, LangChain, and others vary across versions. Always consult the official documentation for the version you are using.

Generative AI & LLMs

Content discussing Large Language Models, Generative AI, and Agentic AI reflects the rapidly changing state of research and tooling. Models, APIs, and best practices change frequently — verify with official sources before implementation.

Third-Party Links & Resources

This website contains links to external websites, research papers, GitHub repositories, documentation, tools, and other third-party resources. These links are provided for reference and convenience only.

  • We have no control over and assume no responsibility for the content, privacy policies, or practices of third-party websites
  • Inclusion of a link does not constitute endorsement of the linked website or its content
  • External links may break or lead to outdated content over time
  • Any transactions or interactions with third-party websites are solely between you and that website

No Affiliation with Companies or Products

Learn AI with Ajesh is an independent personal blog. Unless explicitly stated, this website has no affiliation with, endorsement by, or official relationship with:

  • Google, OpenAI, Microsoft, Meta, Amazon, or any technology company whose products are discussed
  • Any university, educational institution, or certification body
  • The author's current or past employers
  • Any AI research lab, open-source project, or industry body

All brand names, product names, and trademarks mentioned belong to their respective owners and are used for educational reference purposes only.

Limitation of Liability IT Act 2000

To the fullest extent permitted under applicable Indian law, including the Information Technology Act, 2000, Ajesh Kumar Rana and Learn AI with Ajesh shall not be liable for:

  • Any direct, indirect, incidental, consequential, or punitive damages arising from use of this website
  • Loss of data, revenue, profit, or business opportunity resulting from reliance on content published here
  • Technical errors, downtime, or interruptions in website availability
  • Any outcomes resulting from implementing code, tutorials, or advice from this website

By using this website, you acknowledge that you do so at your own risk and that you are solely responsible for any outcomes resulting from your use of the content.

Intellectual Property

All original content on this website — including blog posts, articles, illustrations, graphics, code explanations, and guides — is the intellectual property of Ajesh Kumar Rana and is protected under the Copyright Act, 1957 (India) and applicable international copyright law.

  • You may share links to articles freely
  • You may quote short excerpts (under 50 words) with proper attribution and a link back to the original
  • You may not reproduce, republish, or sell full articles or significant portions without written permission
  • You may not scrape, copy, or mirror website content for AI training datasets without explicit permission

For permissions, collaborations, or republishing requests, contact: contact@learnaiwithajesh.com

Changes to This Disclaimer

This disclaimer may be updated periodically to reflect changes in our content, practices, or applicable law. The "Last Updated" date at the top of this page will be revised accordingly. Continued use of the website after any changes constitutes your acceptance of the updated disclaimer.

Contact

For any questions, concerns, or notices related to this disclaimer, please contact:

Name Ajesh Kumar Rana
Location Bhubaneswar, Odisha, India
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