PBH Applied Systems, LLC

Terms of Service

Effective Date: March 2026  ·  Last Updated: March 2026
These Terms of Service govern access to and use of the tools, systems, and content produced and distributed by PBH Applied Systems, LLC. By accessing our content or interacting with our systems, you agree to these terms.

1. About PBH Applied Systems, LLC

PBH Applied Systems, LLC is a sole-member limited liability company engaged in applied machine learning education, research, and content production. Our primary outputs include the Scalable Media Infrastructure (SMI) — a content automation system — and the companion educational video series Applied Machine Learning: Concepts, Tools, and Case Studies, distributed across major social media platforms.

2. Scope of These Terms

These Terms of Service apply to:

These terms do not govern the third-party platforms themselves. Users of those platforms remain subject to each platform's own terms of service.

3. Intellectual Property

All content produced and published by PBH Applied Systems, LLC — including video content, scripts, visual assets, diagrams, and written materials — is the intellectual property of PBH Applied Systems, LLC or its respective licensors.

The companion textbook Applied Machine Learning: Concepts, Tools, and Case Studies by Patrick Hill is a separately published work subject to its own copyright. Unauthorized reproduction or distribution of that work is prohibited.

Educational content published to social media is made available for personal, non-commercial viewing. You may not reproduce, redistribute, or create derivative works from our content without explicit written permission.

4. Developer Application Use

Our registered developer applications on social media platforms are internal tools used exclusively to automate the scheduling and publication of our own content. These applications are not offered as a service to third parties. Unauthorized access to or use of our developer credentials is prohibited.

Our applications comply with the developer terms of service of each respective platform. We do not use platform APIs in ways that violate platform policies or applicable law.

5. Disclaimer of Warranties

Content and tools produced by PBH Applied Systems, LLC are provided on an "as is" basis without warranties of any kind, express or implied. We make no representations regarding the accuracy, completeness, or fitness for a particular purpose of any content or tool we produce.

Educational content is intended for informational purposes only and does not constitute professional advice of any kind.

6. Limitation of Liability

To the fullest extent permitted by applicable law, PBH Applied Systems, LLC shall not be liable for any indirect, incidental, special, or consequential damages arising from your access to or use of our content, tools, or systems, even if advised of the possibility of such damages.

7. Third-Party Links and Platforms

Our content and this website may contain links to third-party platforms, resources, and services. We are not responsible for the content, privacy practices, or terms of any third-party site. Links are provided for convenience only and do not constitute endorsement.

8. Changes to These Terms

PBH Applied Systems, LLC reserves the right to update these Terms of Service at any time. The effective date at the top of this page will reflect the most recent revision. Continued access to or use of our content or systems following any update constitutes acceptance of the revised terms.

9. Governing Law

These Terms of Service are governed by the laws of the State of Oklahoma, without regard to its conflict of law provisions. Any disputes arising under these terms shall be subject to the exclusive jurisdiction of the courts located in Oklahoma.

10. Contact

For any questions or concerns regarding these Terms of Service, please contact:

PBH Applied Systems, LLC
Email: patrick@pbhappliedsystems.com
Web: pbhappliedsystems.github.io