This is an educational curriculum repository containing markdown lesson files and Python code examples. It does not run any services or handle user data directly.

If you discover a security concern — such as embedded credentials, malicious code in examples, or links to compromised resources — please report it responsibly:

Email: security@siiea.ai

• Description of the concern
• File path and line number(s)
• Steps to reproduce (if applicable)
• Suggested fix (if you have one)

• Acknowledgment: Within 48 hours
• Assessment: Within 1 week
• Resolution: Depends on severity, typically within 2 weeks

• Embedded API keys, tokens, or credentials
• Malicious or obfuscated code in computational examples
• Links to compromised or malicious external resources
• Personal information that should not be public

• Bugs in example Python code (use regular issues)
• Mathematical errors (use regular issues)
• Broken links to legitimate resources (use regular issues)

All Python examples in this curriculum use standard scientific libraries (numpy, scipy, matplotlib, sympy). Before running any code:

1. Review the code to understand what it does
2. Run in an isolated environment (virtualenv, conda, or container)
3. Code examples are educational — they are not production software