Alex's Notes

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Independent identically distributed samples

Independent identically distributed samples

Feb 16, 20241 min read

probability

Independent identically distributed samples

This means that the samples are independent events drawn from the same probability distribution.

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Week 10 - Feature transformation
Week 12 - Reinforcement learning
Week 5 - Computational Learning Theory
Week 6 - Bayesian learning
Week 7 - Information Theory
Finding the maximum likelihood estimation for normally distributed noise is the same as minimising mean squared error
Haussler Theorem
PAC learnable bound with VC-dimension

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