K-8 Math/Mini-Course A — Python for AI/ML: Scientific Computing + Experiment Hygiene

Mini-Course A — Python for AI/ML: Scientific Computing + Experiment Hygiene

Common Core aligned

6 modules · 0 with slides

I
Environment + Reproducibility as a Skill
II
NumPy Foundations (The Substrate of ML)
III
pandas for Real Datasets
IV
Visualization for ML Diagnostics
V
Debugging Workflow (Systematic, Not Vibes)
VI
Capstone: Dataset-to-Model-Ready Pipeline