Rust Classical ML Pipelines with Linfa: Datasets, Baselines, and Evaluation

A practical two-hour session on Rust Classical ML Pipelines with Linfa, focused on Datasets, Baselines, and Evaluation. 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 Pipelines with Linfa
• Apply Datasets in a small working example
• Apply Baselines in a small working example
• Apply and Evaluation 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.