Rust Classical ML Evaluation with Linfa: Inputs, Metrics, and Versioned Outputs

A practical two-hour session on Rust Classical ML Evaluation with Linfa, focused on Inputs, Metrics, and Versioned Outputs. Rust is used as the implementation context while the core lesson stays on software engineering fundamentals, reliability, testing, and operational clarity.

Audience: entry-level and intermediate developers who want a practical engineering session, not a language tour.

Outcomes:

• Explain the practical boundaries of Rust Classical ML Evaluation with Linfa
• Apply Inputs in a small working example
• Apply Metrics in a small working example
• Apply and Versioned Outputs in a small working example

Format: two hours with a short framing walkthrough, a concrete example, discussion of tradeoffs, and a closing checklist for practice.