LM-AFDS
Algorithms for Data Science
Algorithmic techniques for large-scale data: streaming, sketching, sampling and optimisation.
Streaming algorithmsSketchingSamplingOptimisationProbabilistic methodsModel selectionEnsemble methodsClusteringDimensionality reduction
Question bank
Questions by topic
9 questions from 3 papers. See which topics come up in which years.
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| Topic | 2022-23 | 2023-24 | 2024-25 | All |
|---|---|---|---|---|
| Streaming algorithms | 0 | |||
| Sketching | 0 | |||
| Sampling | 0 | |||
| Optimisation | 1 | 1 | ||
| Probabilistic methods | 1 | 1 | 2 | |
| Model selection | 1 | 2 | 3 | |
| Ensemble methods | 1 | 1 | 2 | |
| Clustering | 1 | 1 | ||
| Dimensionality reduction | 1 | 1 | 2 | |
| All questions | 3 | 3 | 3 | 9 |
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