AI & MLCoreAIML-PRB-011
Density Estimation: Histograms and Kernels
Estimating a distribution from samples, and the bandwidth choice that decides between spiky and oversmoothed.
- Difficulty
- 2 / 5
- Importance
- 5 / 5
- Study time
- 1–2 h
- Kind of work
- Mixed
Why it matters
The learner can vary kernel bandwidth and diagnose under- and over-smoothing of a density estimate.