Model comparison and reporting
Choose a task, compare candidates on common evidence and report supported conclusions with limits.
Helpful prior knowledge: Regression checkpoint · Classification checkpoint · Neural regression checkpoint · Neural classification checkpoint · Discovery checkpoint · PCA checkpoint. These links are guidance, not locks.
Follow teaches the idea; Change asks you to make a choice; Transfer changes the context. Apply, reviews and checkpoints appear where the existing lessons provide them. Go Further lessons are optional.
Lessons in this model deck
Start with the first core lesson →
Choose the task before the family
Build a complete model-choice mental model.
18–25 min · 4 practicesCompare candidates on common evidence
Use matching evaluation designs and practical constraints.
12–18 min · 3 practicesExplain a result responsibly
Connect claims with evidence and limitations.
12–18 min · 3 practicesModel-choice retrieval
Retrieve earlier concepts before combining them.
15–20 min · 3 practicesWhat changes outside this dataset?
Identify evidence needed for a changed use context.
12–18 min · 3 practicesChoose and Explain Models checkpoint
Audit task-family choice and evidence across the complete curriculum.
25–35 min · 1 practicesBrowse all Choose and Explain Models lessons, reviews and checkpoints →