LM-MFAIML
Mathematical Foundations of AI and Machine Learning
The mathematical underpinnings of AI — linear algebra, probability, optimisation and information theory.
Linear algebraProbability theoryOptimisationInformation theoryStatistical learning
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 |
|---|---|---|---|---|
| Linear algebra | 1 | 1 | 1 | 3 |
| Probability theory | 2 | 2 | 4 | |
| Optimisation | 0 | |||
| Information theory | 1 | 1 | ||
| Statistical learning | 2 | 2 | 1 | 5 |
| All questions | 3 | 3 | 3 | 9 |
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