ML Grind

Terms of Service

Last updated: February 1, 2026

1. Acceptance of Terms

By accessing and using ML Grind ("the Service"), you accept and agree to be bound by these Terms of Service. If you do not agree to these terms, please do not use the Service.

2. Description of Service

ML Grind is an educational platform that provides interactive machine learning coding exercises, tutorials, and learning materials. The Service allows users to:

  • Read problem descriptions and theoretical introductions
  • Write and execute Python code in the browser
  • Run tests and receive feedback on solutions
  • Track learning progress across sections
  • Use a Python scratchpad for experimentation

3. Intellectual Property Rights

Software Code: The source code of ML Grind is licensed under the MIT License. You may use, modify, and distribute the code in accordance with the terms of that license.

Educational Content: All educational content, including but not limited to:

  • Problem descriptions and explanations
  • Solutions and starter code for exercises
  • Learning materials and tutorials
  • Test cases and examples

is copyrighted material owned by Siddharth Choudhary. This content may not be reproduced, distributed, modified, or used to create derivative works without explicit written permission from the copyright holder.

4. Permitted Use

You may use the Service for:

  • Personal learning and educational purposes
  • Preparing for interviews or assessments
  • Building your machine learning skills

5. Prohibited Use

You may NOT:

  • Copy, reproduce, or redistribute the educational content
  • Use the content for commercial purposes without permission
  • Create competing services using our educational materials
  • Scrape or bulk download content from the Service
  • Remove or alter any copyright notices or attributions
  • Attempt to circumvent any security measures

6. User Code

Code that you write in the code editor is stored locally in your browser. We do not collect or store your code on our servers. You retain full ownership of any original code you create while using the Service.

7. Disclaimer of Warranties

THE SERVICE IS PROVIDED "AS IS" AND "AS AVAILABLE" WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED. WE DO NOT WARRANT THAT THE SERVICE WILL BE UNINTERRUPTED, ERROR-FREE, OR SECURE.

8. Limitation of Liability

TO THE MAXIMUM EXTENT PERMITTED BY LAW, WE SHALL NOT BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL, OR PUNITIVE DAMAGES ARISING FROM YOUR USE OF THE SERVICE.

9. Changes to Terms

We reserve the right to modify these Terms at any time. Changes will be effective immediately upon posting. Your continued use of the Service after changes constitutes acceptance of the modified Terms.

10. Contact

For questions about these Terms, email sid@mlgrind.dev or open an issue on our GitHub repository.