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Optimisation
Part of Mathematics for machine learning
Needs first
Helps first
Nothing recommended beyond what is required.
Where it is assessed
7 assessed items, 0 done.
- AIE-201 M4.3 Three optimisers from their update rules · tier 1
- AIE-201 M4.4 Why Adam, and when it is worse · tier 2
- AIE-201 M4.5 Make training fail, three ways · tier 1
- AIE-201 M4.6 Retention: optimiser behaviour and failure signatures · tier 1
- AIE-201 M5.4 The mathematics of one system you built: derivation · tier 2
- AIE-201 M5.6 Oral defense · tier 4
- AIE-201 M5.7 Retention: the whole course, cold · tier 1