AI & MLCoreAIML-PGM-002
Conditional Independence and d-Separation
Reading independence from graph structure: chains, forks, colliders, and explaining away.
- Difficulty
- 2 / 5
- Importance
- 5 / 5
- Study time
- 1–2 h
- Kind of work
- Mixed
Why it matters
The learner can decide whether two nodes are d-separated given evidence and demonstrate explaining away at a collider.