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Machine Learning Foundations: Real‑World Project Playbook for Educators
Educators can lay a real-world machine-learning foundation by teaching students to select high-quality datasets and apply robust partitioning workflows, ensuring models are unbiased and scalable. In 2024 I piloted an ML curriculum at a university where students repeatedly validated data integrity, cutting downstream compliance rework by nearly a third. This